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"is_lower_better": false }, "Avg HD": { "count": 19, "is_lower_better": false }, "IoU": { "count": 214, "is_lower_better": false }, "AHD95": { "count": 4, "is_lower_better": false }, "precision": { "count": 28, "is_lower_better": false }, "Dice Score": { "count": 35, "is_lower_better": false }, "Dice (Average)": { "count": 13, "is_lower_better": false }, "NSD": { "count": 5, "is_lower_better": false }, "ASD": { "count": 11, "is_lower_better": false }, "Average Dice": { "count": 19, "is_lower_better": false }, "Average Dice (5-folds)": { "count": 1, "is_lower_better": false }, "MAE (5-folds)": { "count": 1, "is_lower_better": false }, "mIoU (5-folds)": { "count": 1, "is_lower_better": false }, "MSD": { "count": 2, "is_lower_better": false }, "VS": { "count": 2, "is_lower_better": false }, "Specificity": { "count": 50, "is_lower_better": false }, "Dice score": { "count": 2, "is_lower_better": false }, "Jaccard": { "count": 32, "is_lower_better": false }, "VInfo": { "count": 1, "is_lower_better": false }, "VRand": { "count": 1, "is_lower_better": false }, "Warping Error": { "count": 1, "is_lower_better": true }, "Test F1-Score": { "count": 1, "is_lower_better": false }, "mDice": { "count": 7, "is_lower_better": false }, "F1 score": { "count": 332, "is_lower_better": false }, "Jaccard Index": { "count": 18, "is_lower_better": false }, "FID-5k-training-steps": { "count": 6, "is_lower_better": false }, "Inception score": { "count": 157, "is_lower_better": false }, "Model Size (MB)": { "count": 9, "is_lower_better": false }, "NFE": { "count": 65, "is_lower_better": false }, "StyledTextSynth Clip Score": { "count": 7, "is_lower_better": false }, "StyledTextSynth FID": { "count": 7, "is_lower_better": false }, "StyledTextSynth OCR (Accuracy)": { "count": 7, "is_lower_better": false }, "StyledTextSynth OCR (Cer)": { "count": 7, "is_lower_better": false }, "StyledTextSynth OCR (F1 Score)": { "count": 7, "is_lower_better": false }, "TextScenesHQ Clip Score": { "count": 7, "is_lower_better": false }, "TextScenesHQ FID": { "count": 7, "is_lower_better": false }, "TextScenesHQ OCR (Accuracy)": { "count": 7, "is_lower_better": false }, "TextScenesHQ OCR (Cer)": { "count": 7, "is_lower_better": false }, "TextScenesHQ OCR (F1 Score)": { "count": 7, "is_lower_better": false }, "TextVisionBlend Clip Score": { "count": 7, "is_lower_better": false }, "TextVisionBlend FID": { "count": 7, "is_lower_better": false }, "TextVisionBlend OCR (Accuracy)": { "count": 7, "is_lower_better": false }, "TextVisionBlend OCR (Cer)": { "count": 7, "is_lower_better": false }, "TextVsionBlend OCR (F1 Score)": { "count": 7, "is_lower_better": false }, "FID (SwAV)": { "count": 16, "is_lower_better": false }, "Clean-FID (trainfull)": { "count": 13, "is_lower_better": false }, "EQ-R": { "count": 18, "is_lower_better": false }, "EQ-T": { "count": 18, "is_lower_better": false }, "Clean-FID (70k)": { "count": 4, "is_lower_better": false }, "FID-10k-training-steps": { "count": 17, "is_lower_better": false }, "clean-FID": { "count": 10, "is_lower_better": false }, "clean-KID": { "count": 6, "is_lower_better": false }, "MAE Signature": { "count": 7, "is_lower_better": false }, "MAE log-signature": { "count": 7, "is_lower_better": false }, "RMSE Signature": { "count": 7, "is_lower_better": false }, "RMSE log-signature": { "count": 7, "is_lower_better": false }, "nats": { "count": 10, "is_lower_better": false }, "bits/dimension": { "count": 20, "is_lower_better": false }, "IS": { "count": 49, "is_lower_better": false }, "10%": { "count": 10, "is_lower_better": false }, "bpd (8-bits)": { "count": 2, "is_lower_better": false }, "FID-50k": { "count": 6, "is_lower_better": false }, "sFID": { "count": 4, "is_lower_better": false }, "Inception Score": { "count": 67, "is_lower_better": false }, "Bits per dim": { "count": 32, "is_lower_better": false }, "KID": { "count": 13, "is_lower_better": false }, "SIFID": { "count": 5, "is_lower_better": false }, "bpd": { "count": 37, "is_lower_better": false }, "Intra-FID": { "count": 5, "is_lower_better": false }, "FID_CLIP": { "count": 2, "is_lower_better": false }, "Coverage": { "count": 13, "is_lower_better": false }, "Density": { "count": 8, "is_lower_better": false }, "FD": { "count": 46, "is_lower_better": false }, "Biology": { "count": 14, "is_lower_better": false }, "Chemistry": { "count": 14, "is_lower_better": false }, "Cultural": { "count": 14, "is_lower_better": false }, "Overall": { "count": 185, "is_lower_better": false }, "Physics": { "count": 14, "is_lower_better": false }, "Space": { "count": 14, "is_lower_better": false }, "Time": { "count": 14, "is_lower_better": true }, "MS-SSIM": { "count": 61, "is_lower_better": false }, "FLD": { "count": 1, "is_lower_better": false }, "Average FID": { "count": 3, "is_lower_better": false }, "SwAV-FID": { "count": 9, "is_lower_better": false }, "Camera Error": { "count": 5, "is_lower_better": true }, "Depth Error": { "count": 7, "is_lower_better": true }, "CLIP Score": { "count": 9, "is_lower_better": false }, "Harmonic mean": { "count": 169, "is_lower_better": false }, "ArtFID": { "count": 1, "is_lower_better": false }, " Rank-1": { "count": 112, "is_lower_better": false }, "Rank-1": { "count": 464, "is_lower_better": false }, "Rank-10": { "count": 56, "is_lower_better": false }, "Rank-5": { "count": 123, "is_lower_better": false }, "Rank-20": { "count": 32, "is_lower_better": false }, "Average mAP": { "count": 103, "is_lower_better": false }, " mINP": { "count": 31, "is_lower_better": false }, "mINP": { "count": 28, "is_lower_better": false }, "rank1": { "count": 1, "is_lower_better": false }, "Averaged rank-1 acc(%)": { "count": 9, "is_lower_better": false }, " Rank-5": { "count": 5, "is_lower_better": false }, "LogLoss": { "count": 38, "is_lower_better": true }, " Rank-1 (All Search)": { "count": 1, "is_lower_better": false }, " Rank-1 (Indoor Search)": { "count": 1, "is_lower_better": false }, " mAP (All Search)": { "count": 1, "is_lower_better": false }, " mAP (Indoor Search)": { "count": 1, "is_lower_better": false }, " mINP (All Search)": { "count": 1, "is_lower_better": false }, " mINP (Indoor Search)": { "count": 1, "is_lower_better": false }, "Rank-1 (All Search)": { "count": 1, "is_lower_better": false }, "Rank-1 (Indoor Search)": { "count": 1, "is_lower_better": false }, "mAP (All Search)": { "count": 1, "is_lower_better": false }, "mAP (Indoor Search)": { "count": 1, "is_lower_better": false }, "mINP (All Search)": { "count": 1, "is_lower_better": false }, "mINP (Indoor Search)": { "count": 1, "is_lower_better": false }, "Accuracy (% )": { "count": 54, "is_lower_better": false }, "R1": { "count": 33, "is_lower_better": false }, "3DIoU": { "count": 29, "is_lower_better": false }, "Chamfer Distance": { "count": 37, "is_lower_better": false }, "L1": { "count": 13, "is_lower_better": false }, "Completeness": { "count": 2, "is_lower_better": false }, "F-Score@1%": { "count": 7, "is_lower_better": false }, "Chamfer": { "count": 1, "is_lower_better": false }, "Normal Consistency": { "count": 1, "is_lower_better": false }, "P2S": { "count": 1, "is_lower_better": false }, "Comp": { "count": 24, "is_lower_better": false }, "SDR (avg)": { "count": 41, "is_lower_better": false }, "SDR (bass)": { "count": 42, "is_lower_better": false }, "SDR (drums)": { "count": 42, "is_lower_better": false }, "SDR (other)": { "count": 26, "is_lower_better": false }, "SDR (vocals)": { "count": 41, "is_lower_better": false }, "SI-SDRi (Bass)": { "count": 1, "is_lower_better": false }, "Si-SDRi (Drums)": { "count": 1, "is_lower_better": false }, "Si-SDRi (Guitar)": { "count": 1, "is_lower_better": false }, "Si-SDRi (Piano)": { "count": 1, "is_lower_better": false }, "SDR (others)": { "count": 14, "is_lower_better": false }, "Average-mAP": { "count": 24, "is_lower_better": false }, "mAP@0.5": { "count": 287, "is_lower_better": false }, "mAP@0.75": { "count": 45, "is_lower_better": false }, "mAP@0.95": { "count": 9, "is_lower_better": false }, "mAP IOU@0.5": { "count": 97, "is_lower_better": false }, "mAP IOU@0.75": { "count": 35, "is_lower_better": false }, "mAP IOU@0.95": { "count": 35, "is_lower_better": false }, "Recall@1x (tIoU=0.5)": { "count": 2, "is_lower_better": false }, "Avg mAP (0.3:0.7)": { "count": 30, "is_lower_better": false }, "mAP IOU@0.3": { "count": 50, "is_lower_better": false }, "mAP IOU@0.4": { "count": 47, "is_lower_better": false }, "mAP IOU@0.6": { "count": 34, "is_lower_better": false }, "mAP IOU@0.7": { "count": 39, "is_lower_better": false }, "mAP IOU@0.1": { "count": 24, "is_lower_better": false }, "mAP IOU@0.2": { "count": 23, "is_lower_better": false }, "mAP IOU@0.9": { "count": 5, "is_lower_better": false }, "mAP IOU@0.8": { "count": 4, "is_lower_better": false }, "Avg mAP (0.1-0.5)": { "count": 6, "is_lower_better": false }, "mAP@0.3": { "count": 15, "is_lower_better": false }, "mAP@0.4": { "count": 14, "is_lower_better": false }, "mAP@0.6": { "count": 2, "is_lower_better": false }, "mAP@0.7": { "count": 2, "is_lower_better": false }, "Detection AUROC": { "count": 231, "is_lower_better": false }, "Segmentation AUPRO": { "count": 103, "is_lower_better": false }, "Segmentation AP": { "count": 30, "is_lower_better": false }, "Segmentation AUROC": { "count": 172, "is_lower_better": false }, "AUCROC": { "count": 13, "is_lower_better": false }, "FPR95": { "count": 179, "is_lower_better": false }, "RBDC": { "count": 29, "is_lower_better": false }, "TBDC": { "count": 29, "is_lower_better": false }, "AUC(image-level)": { "count": 1, "is_lower_better": false }, "AUC-PRO": { "count": 1, "is_lower_better": false }, "IOU": { "count": 1, "is_lower_better": false }, "NAB score": { "count": 10, "is_lower_better": false }, "Average Precision": { "count": 53, "is_lower_better": false }, "FPR": { "count": 4, "is_lower_better": false }, "Network": { "count": 26, "is_lower_better": false }, "Mean AUC": { "count": 4, "is_lower_better": false }, "Avg. ROC-AUC": { "count": 3, "is_lower_better": false }, "Object AUROC": { "count": 20, "is_lower_better": false }, "Point AUPR": { "count": 1, "is_lower_better": false }, "AUC-ROC": { "count": 182, "is_lower_better": false }, "Segmentation AUPRO (until 30% FPR)": { "count": 36, "is_lower_better": false }, "Avg. Detection AUROC": { "count": 42, "is_lower_better": false }, "Detection AUROC (only logical)": { "count": 38, "is_lower_better": false }, "Detection AUROC (only structural)": { "count": 37, "is_lower_better": false }, "Segmentation AU-sPRO (until FPR 5%)": { "count": 24, "is_lower_better": false }, "AUC ROC ": { "count": 18, "is_lower_better": false }, "Test": { "count": 73, "is_lower_better": false }, "D(BERT): F1": { "count": 3, "is_lower_better": false }, "D(BiDAF): F1": { "count": 3, "is_lower_better": false }, "D(RoBERTa): F1": { "count": 3, "is_lower_better": false }, "Overall: F1": { "count": 3, "is_lower_better": false }, "Answer F1": { "count": 2, "is_lower_better": false }, "Accuracy (High)": { "count": 18, "is_lower_better": false }, "Accuracy (Middle)": { "count": 18, "is_lower_better": false }, "EM ": { "count": 44, "is_lower_better": false }, "12-shot Accuracy": { "count": 9, "is_lower_better": false }, "16-shot Accuracy": { "count": 9, "is_lower_better": false }, "4-shot Accuracy": { "count": 9, "is_lower_better": false }, "8-shot Accuracy": { "count": 9, "is_lower_better": false }, "5 way 1~2 shot": { "count": 1, "is_lower_better": false }, "Accuracy ": { "count": 45, "is_lower_better": false }, "Macro Precision": { "count": 5, "is_lower_better": false }, "Macro Recall": { "count": 5, "is_lower_better": false }, "Micro Precision": { "count": 9, "is_lower_better": false }, "Best 25%": { "count": 1, "is_lower_better": false }, "F1 (10-way 1-shot)": { "count": 3, "is_lower_better": false }, "F1 (10-way 5-shot)": { "count": 3, "is_lower_better": false }, "F1 (5-way 1-shot)": { "count": 3, "is_lower_better": false }, "F1 (5-way 5-shot": { "count": 3, "is_lower_better": false }, "1:1 Accuracy": { "count": 582, "is_lower_better": false }, "average top-1 classification accuracy": { "count": 33, "is_lower_better": false }, "A-acc": { "count": 2, "is_lower_better": false }, "Accuracy Seen": { "count": 3, "is_lower_better": false }, "Accuracy Unseen": { "count": 3, "is_lower_better": false }, "H": { "count": 3, "is_lower_better": false }, "Average Per-Class Accuracy": { "count": 8, "is_lower_better": false }, "Pearson correlation coefficient (PCC)": { "count": 11, "is_lower_better": false }, "k=10 mIOU": { "count": 1, "is_lower_better": false }, "EER": { "count": 66, "is_lower_better": false }, "10-20% Mask PSNR": { "count": 6, "is_lower_better": false }, "AlignScore": { "count": 6, "is_lower_better": false }, "Prometheus-2 Answer Correctness": { "count": 6, "is_lower_better": false }, "Rouge-L": { "count": 57, "is_lower_better": false }, "Exact Match": { "count": 65, "is_lower_better": false }, "Accuracy-CN": { "count": 7, "is_lower_better": false }, "Accuracy-NE": { "count": 9, "is_lower_better": false }, "EM": { "count": 871, "is_lower_better": false }, "In-domain": { "count": 5, "is_lower_better": false }, "Out-of-domain": { "count": 6, "is_lower_better": false }, "Macro F1 (10-fold)": { "count": 23, "is_lower_better": false }, "Accuarcy": { "count": 14, "is_lower_better": false }, "C": { "count": 4, "is_lower_better": false }, "ANS-EM": { "count": 77, "is_lower_better": false }, "Exact Match (EM)": { "count": 8, "is_lower_better": false }, "ROUGE-L": { "count": 799, "is_lower_better": false }, "BA": { "count": 3, "is_lower_better": false }, "DE": { "count": 3, "is_lower_better": false }, "PA": { "count": 3, "is_lower_better": false }, "Conditional (answers)": { "count": 3, "is_lower_better": false }, "Conditional (w/ conditions)": { "count": 3, "is_lower_better": false }, "Overall (answers)": { "count": 3, "is_lower_better": false }, "Overall (w/ conditions)": { "count": 3, "is_lower_better": false }, "Confidence Score": { "count": 6, "is_lower_better": false }, "HEQD": { "count": 1, "is_lower_better": false }, "HEQQ": { "count": 1, "is_lower_better": false }, "MC1": { "count": 24, "is_lower_better": false }, "MC2": { "count": 6, "is_lower_better": false }, "% info": { "count": 11, "is_lower_better": false }, "% true": { "count": 11, "is_lower_better": false }, "% true (GPT-judge)": { "count": 4, "is_lower_better": false }, "ROUGE": { "count": 61, "is_lower_better": false }, "Execution Accuracy": { "count": 58, "is_lower_better": false }, "MEATOR": { "count": 4, "is_lower_better": false }, "ROUGE-1": { "count": 389, "is_lower_better": false }, "ROUGE-2": { "count": 340, "is_lower_better": false }, "RACE": { "count": 5, "is_lower_better": false }, "RACE-m": { "count": 6, "is_lower_better": false }, "RACE-h": { "count": 5, "is_lower_better": false }, "ANS-F1": { "count": 71, "is_lower_better": false }, "JOINT-EM": { "count": 70, "is_lower_better": false }, "JOINT-F1": { "count": 83, "is_lower_better": false }, "SUP-EM": { "count": 70, "is_lower_better": false }, "SUP-F1": { "count": 71, "is_lower_better": false }, "Exact F1": { "count": 1, "is_lower_better": false }, "Percentage correct": { "count": 689, "is_lower_better": false }, "Program Accuracy": { "count": 7, "is_lower_better": false }, "F1 Score": { "count": 32, "is_lower_better": false }, "AnswerExactMatch (Question Answering)": { "count": 8, "is_lower_better": false }, "Accuracy (Test)": { "count": 145, "is_lower_better": false }, "Token F1": { "count": 1, "is_lower_better": false }, "Accuracy (trained on 10k)": { "count": 7, "is_lower_better": false }, "Mean Error Rate": { "count": 10, "is_lower_better": true }, "Accuracy (trained on 1k)": { "count": 8, "is_lower_better": false }, "Accuracy (easy)": { "count": 3, "is_lower_better": false }, "Accuracy (hard)": { "count": 3, "is_lower_better": false }, "CNN": { "count": 16, "is_lower_better": false }, "Daily Mail": { "count": 10, "is_lower_better": false }, "Direct": { "count": 4, "is_lower_better": false }, "Averaged Precision": { "count": 19, "is_lower_better": false }, "VQA (ablation)": { "count": 3, "is_lower_better": false }, "VQA (test)": { "count": 2, "is_lower_better": false }, "Average Score on VLM2-bench (9 subtasks)": { "count": 9, "is_lower_better": false }, "GC-mat": { "count": 9, "is_lower_better": false }, "GC-trk": { "count": 9, "is_lower_better": false }, "OC-cnt": { "count": 9, "is_lower_better": false }, "OC-cpr": { "count": 9, "is_lower_better": false }, "OC-grp": { "count": 9, "is_lower_better": false }, "PC-VID": { "count": 9, "is_lower_better": false }, "PC-cnt": { "count": 9, "is_lower_better": false }, "PC-cpr": { "count": 9, "is_lower_better": false }, "PC-grp": { "count": 9, "is_lower_better": false }, "Abductive": { "count": 15, "is_lower_better": false }, "Analogical": { "count": 15, "is_lower_better": false }, "Deductive": { "count": 15, "is_lower_better": false }, "Overall score": { "count": 32, "is_lower_better": false }, "bk l\u00f4n": { "count": 1, "is_lower_better": false }, "overall": { "count": 79, "is_lower_better": false }, "DA VQA Score": { "count": 13, "is_lower_better": false }, "MC Accuracy": { "count": 13, "is_lower_better": false }, "ClipMatch@1": { "count": 3, "is_lower_better": false }, "ClipMatch@5": { "count": 3, "is_lower_better": false }, "Contains": { "count": 3, "is_lower_better": false }, "ExactMatch": { "count": 3, "is_lower_better": false }, "Follow-up ClipMatch@1": { "count": 2, "is_lower_better": false }, "Follow-up ClipMatch@5": { "count": 2, "is_lower_better": false }, "Follow-up Contains": { "count": 2, "is_lower_better": false }, "Follow-up ExactMatch": { "count": 2, "is_lower_better": false }, "number": { "count": 32, "is_lower_better": false }, "other": { "count": 32, "is_lower_better": false }, "unanswerable": { "count": 21, "is_lower_better": false }, "yes/no": { "count": 32, "is_lower_better": false }, "ANLS": { "count": 55, "is_lower_better": false }, "Recall@5": { "count": 374, "is_lower_better": false }, "average_precision": { "count": 7, "is_lower_better": false }, "f1_score": { "count": 5, "is_lower_better": false }, "Binary": { "count": 127, "is_lower_better": false }, "Consistency": { "count": 163, "is_lower_better": false }, "Distribution": { "count": 127, 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false }, "Reasoning (Pat.)": { "count": 12, "is_lower_better": false }, "Reasoning (Pro.)": { "count": 12, "is_lower_better": false }, "Reasoning (Sce.)": { "count": 12, "is_lower_better": false }, "Reasoning (Sen.)": { "count": 12, "is_lower_better": false }, "Reasoning (Spa.)": { "count": 12, "is_lower_better": false }, "Reasoning (Tim.)": { "count": 12, "is_lower_better": false }, "Sub-tasks (Blank)": { "count": 12, "is_lower_better": false }, "Sub-tasks (Img.)": { "count": 12, "is_lower_better": false }, "Sub-tasks (Txt.)": { "count": 12, "is_lower_better": false }, "Question Pair Acc\t": { "count": 3, "is_lower_better": false }, "Question Pair Acc": { "count": 1, "is_lower_better": false }, "Contains w. 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10, "is_lower_better": false }, "Room Consistency": { "count": 10, "is_lower_better": false }, "Sentiment Alignment": { "count": 8, "is_lower_better": true }, "Sentiment Consistency": { "count": 10, "is_lower_better": true }, "Speaker Consistency": { "count": 10, "is_lower_better": false }, "Top-1 (%)": { "count": 19, "is_lower_better": false }, "Top-5 (%)": { "count": 1, "is_lower_better": false }, "DER(%)": { "count": 48, "is_lower_better": false }, "CF": { "count": 3, "is_lower_better": false }, "DER(ig olp)": { "count": 5, "is_lower_better": false }, "FA": { "count": 11, "is_lower_better": false }, "MI": { "count": 3, "is_lower_better": false }, "Miss": { "count": 8, "is_lower_better": false }, "V": { "count": 1, "is_lower_better": false }, "DER - no overlap": { "count": 1, "is_lower_better": false }, "Test EER": { "count": 6, "is_lower_better": false }, "Test min-DCF": { "count": 6, "is_lower_better": false }, "minDCF": { "count": 2, "is_lower_better": false }, "Cosine EER": { "count": 2, "is_lower_better": false }, "Pearson Correlation": { "count": 74, "is_lower_better": false }, "CI": { "count": 8, "is_lower_better": false }, "Diversity": { "count": 74, "is_lower_better": false }, "Success": { "count": 7, "is_lower_better": false }, "Error ratio": { "count": 11, "is_lower_better": true }, "Mean Accuracy": { "count": 131, "is_lower_better": false }, "Average Recall": { "count": 36, "is_lower_better": false }, "520": { "count": 1, "is_lower_better": false }, "F1 score (5-fold)": { "count": 13, "is_lower_better": false }, "max_F1": { "count": 35, "is_lower_better": false }, "NSS": { "count": 13, "is_lower_better": false }, "Fw\u03b2": { "count": 3, "is_lower_better": false }, "Sm": { "count": 3, "is_lower_better": false }, "relaxFb\u03b2": { "count": 3, "is_lower_better": false }, "{max}F\u03b2": { "count": 3, "is_lower_better": false }, "Recall @ 1% FPR": { "count": 6, "is_lower_better": false }, "Recall @ 5% FPR": { "count": 11, "is_lower_better": false }, 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"A-mIoU": { "count": 3, "is_lower_better": false }, "F.W. IU": { "count": 1, "is_lower_better": false }, "Per-Class Accuracy": { "count": 11, "is_lower_better": false }, "GFLOPs (512 x 512)": { "count": 26, "is_lower_better": false }, "Test Score": { "count": 7, "is_lower_better": false }, "Localization (ablation)": { "count": 3, "is_lower_better": false }, "Localization (test)": { "count": 3, "is_lower_better": false }, "Nav-Length": { "count": 13, "is_lower_better": false }, "Nav-OSucc": { "count": 12, "is_lower_better": false }, "Nav-SPL": { "count": 19, "is_lower_better": false }, "Nav-Succ": { "count": 13, "is_lower_better": false }, "RGS": { "count": 13, "is_lower_better": false }, "RGSPL": { "count": 13, "is_lower_better": false }, "CorLoc": { "count": 21, "is_lower_better": false }, "5-class test accuracy": { "count": 2, "is_lower_better": false }, "Concordance correlation coefficient (CCC)": { "count": 4, "is_lower_better": false }, "F1-score (Weighted)": { "count": 26, "is_lower_better": false }, "EmoA": { "count": 5, 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false }, "SI-SDR-WB": { "count": 20, "is_lower_better": false }, "SI-SDR-NB": { "count": 1, "is_lower_better": false }, "SI-SNR": { "count": 2, "is_lower_better": false }, "\u0394PESQ": { "count": 2, "is_lower_better": false }, "CBAK": { "count": 37, "is_lower_better": false }, "COVL": { "count": 38, "is_lower_better": false }, "CSIG": { "count": 38, "is_lower_better": false }, "Para. 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index": { "count": 1, "is_lower_better": false }, "Accuracy (10 fold)": { "count": 5, "is_lower_better": false }, "shape bias": { "count": 18, "is_lower_better": false }, "Cumulative regret": { "count": 2, "is_lower_better": false }, "Macro-F1@2%": { "count": 2, "is_lower_better": false }, "Micro-F1@2%": { "count": 2, "is_lower_better": false }, "Validation": { "count": 16, "is_lower_better": false }, "Training Split": { "count": 11, "is_lower_better": false }, "Claim Classification Macro-F1": { "count": 12, "is_lower_better": false }, "Tweet Classification Macro-F1": { "count": 12, "is_lower_better": false }, "Top-1 accuracy": { "count": 57, "is_lower_better": false }, "class-average Accuracy": { "count": 1, "is_lower_better": false }, "Meta-test success rate (zero-shot)": { "count": 4, "is_lower_better": false }, "Meta-train success rate": { "count": 7, "is_lower_better": false }, "Meta-test success rate": { "count": 4, "is_lower_better": false }, "Average Success Rate": { "count": 8, "is_lower_better": false }, "Edit Distance": { "count": 13, "is_lower_better": false }, "Collision": { "count": 1, "is_lower_better": false }, "L2": { "count": 1, "is_lower_better": false }, "Log Loss": { "count": 53, "is_lower_better": true }, "Size (MB)": { "count": 4, "is_lower_better": false }, "PSIM": { "count": 2, "is_lower_better": false }, "Focal Error": { "count": 2, "is_lower_better": true }, "Official Test Split": { "count": 6, "is_lower_better": false }, "P-C Top-1 Accuracy": { "count": 2, "is_lower_better": false }, "P-I Top-1 Accuracy": { "count": 2, "is_lower_better": false }, "BEP": { "count": 1, "is_lower_better": false }, "Sparsity": { "count": 2, "is_lower_better": false }, "In-KB Accuracy": { "count": 18, "is_lower_better": false }, "Weighted F-Measure": { "count": 46, "is_lower_better": false }, "mean F-Measure": { "count": 30, "is_lower_better": false }, "mean E-Measure": { "count": 32, "is_lower_better": false }, "S-measure": { "count": 74, "is_lower_better": 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"is_lower_better": false }, "Top-5 Accuracy (%)": { "count": 34, "is_lower_better": false }, "Mean Rank": { "count": 45, "is_lower_better": false }, "G-Score (BLEU, Accuracy)": { "count": 9, "is_lower_better": false }, "5 shot": { "count": 75, "is_lower_better": false }, "3-class test accuracy": { "count": 3, "is_lower_better": false }, "Diacritic Error Rate": { "count": 6, "is_lower_better": true }, "SWD": { "count": 1, "is_lower_better": false }, "Accuracy@5": { "count": 1, "is_lower_better": false }, "IoU (%)": { "count": 16, "is_lower_better": false }, "Best-of": { "count": 5, "is_lower_better": false }, "ICAT Score": { "count": 12, "is_lower_better": false }, "LMS": { "count": 3, "is_lower_better": false }, "SS": { "count": 3, "is_lower_better": false }, "Images & Text": { "count": 3, "is_lower_better": false }, "Med. Imaging": { "count": 3, "is_lower_better": false }, "Natural Images": { "count": 3, "is_lower_better": false }, "Sensors": { "count": 3, "is_lower_better": false }, "Speech": { "count": 3, "is_lower_better": false }, "infAP": { "count": 15, "is_lower_better": false }, "GMC": { "count": 4, "is_lower_better": false }, "GMR": { "count": 4, "is_lower_better": false }, "GenDiv": { "count": 4, "is_lower_better": false }, "MMC": { "count": 4, "is_lower_better": false }, "PFC": { "count": 4, "is_lower_better": false }, "TIF": { "count": 4, "is_lower_better": false }, "Multimodality": { "count": 64, "is_lower_better": false }, "R Precision Top3": { "count": 67, "is_lower_better": false }, "MMDist": { "count": 17, "is_lower_better": false }, "MModality": { "count": 21, "is_lower_better": false }, "R-Precision Top3": { "count": 16, "is_lower_better": false }, "BAS": { "count": 9, "is_lower_better": false }, "Beat DTW cost": { "count": 3, "is_lower_better": true }, "Beat alignment score": { "count": 15, "is_lower_better": false }, "Footwork average": { "count": 3, "is_lower_better": false }, "Powermove average": { "count": 3, "is_lower_better": false }, "Toprock average": { "count": 3, "is_lower_better": false }, "fid_k": { "count": 8, "is_lower_better": false }, "TMR-Matching Score": { "count": 4, "is_lower_better": false }, "TMR-R-Precision Top3": { "count": 4, "is_lower_better": false }, "L2P@15": { "count": 3, "is_lower_better": false }, "L2P@30": { "count": 3, "is_lower_better": false }, "L2P@5": { "count": 3, "is_lower_better": false }, "L2Q@15": { "count": 4, "is_lower_better": false }, "L2Q@30": { "count": 4, "is_lower_better": false }, "L2Q@5": { "count": 4, "is_lower_better": false }, "NPSS@15": { "count": 3, "is_lower_better": false }, "NPSS@30": { "count": 3, "is_lower_better": false }, "NPSS@5": { "count": 3, "is_lower_better": false }, "ARI-FG": { "count": 10, "is_lower_better": false }, "J score": { "count": 9, "is_lower_better": false }, "Hausdorff Distance (mm)": { "count": 32, "is_lower_better": false }, "EM(QE-PE)": { "count": 1, "is_lower_better": false }, "EM(QE-PH)": { "count": 1, "is_lower_better": false }, "EM(QH-PE)": { "count": 1, "is_lower_better": false }, "EM(QH-PH)": { "count": 1, "is_lower_better": false }, "F1 (QE-PE)": { "count": 1, "is_lower_better": false }, "F1 (QE-PH)": { "count": 1, "is_lower_better": false }, "F1(QH-PE)": { "count": 1, "is_lower_better": false }, "F1(QH-PH)": { "count": 1, "is_lower_better": false }, "PCDR": { "count": 3, "is_lower_better": false }, "PCDR-Adult": { "count": 3, "is_lower_better": false }, "PCDR-Baby": { "count": 3, "is_lower_better": false }, "PCDR-Kid": { "count": 3, "is_lower_better": false }, "PCDR-Teen": { "count": 3, "is_lower_better": false }, "mPCDK": { "count": 3, "is_lower_better": false }, "Log odds-ratio (pythia-6.9b)": { "count": 7, "is_lower_better": false }, "Insertion AUC score": { "count": 10, "is_lower_better": false }, "CLIP": { "count": 6, "is_lower_better": false }, "NDS": { "count": 413, "is_lower_better": false }, "NDS (val)": { "count": 5, "is_lower_better": false }, "mAP (val)": { "count": 5, "is_lower_better": false }, "Inference Speed (s)": { "count": 7, "is_lower_better": false }, "APH/L2": { "count": 22, "is_lower_better": false }, "Future Frame": { "count": 18, "is_lower_better": false }, "AP@0.7@CulverCity": { "count": 5, "is_lower_better": false }, "AP@0.7@Default": { "count": 5, "is_lower_better": false }, "mAAE": { "count": 361, "is_lower_better": false }, "mAOE": { "count": 371, "is_lower_better": false }, "mASE": { "count": 371, "is_lower_better": false }, "mATE": { "count": 371, "is_lower_better": false }, "mAVE": { "count": 366, "is_lower_better": false }, "mod. Car AP@.7IoU": { "count": 3, "is_lower_better": false }, "AVG-CDS": { "count": 6, "is_lower_better": false }, "mAPH/L2": { "count": 8, "is_lower_better": false }, "AP@0.7": { "count": 10, "is_lower_better": false }, "AP|R40(easy)": { "count": 9, "is_lower_better": false }, "AP|R40(hard)": { "count": 9, "is_lower_better": false }, "AP|R40(moderate)": { "count": 9, "is_lower_better": false }, "FrameAccuracy": { "count": 2, "is_lower_better": false }, "mAP-LocSim": { "count": 2, "is_lower_better": false }, "BEV AP@0.3 Highway": { "count": 3, "is_lower_better": false }, "BEV AP@0.3 Night": { "count": 3, "is_lower_better": false }, "BEV AP@0.3 Rain": { "count": 3, "is_lower_better": false }, "BEV AP@0.3 Urban": { "count": 3, "is_lower_better": false }, "AP0.5 (Noisy)": { "count": 5, "is_lower_better": false }, "AP0.5 (Perfect)": { "count": 6, "is_lower_better": false }, "AP0.7 (Noisy)": { "count": 5, "is_lower_better": false }, "AP0.7 (Perfect)": { "count": 6, "is_lower_better": false }, "ADD AUC": { "count": 9, "is_lower_better": false }, "ADD-S AUC": { "count": 9, "is_lower_better": false }, "AP70": { "count": 1, "is_lower_better": false }, "SDS": { "count": 5, "is_lower_better": false }, "L1 mAP": { "count": 3, "is_lower_better": false }, "ARm": { "count": 2, "is_lower_better": false }, "ARs": { "count": 2, "is_lower_better": false }, "mDS": { "count": 1, "is_lower_better": false }, "mod. Car AP@.5IoU": { "count": 1, "is_lower_better": false }, "mod. Cyclist AP@.25IoU": { "count": 1, "is_lower_better": false }, "mod. Pedestrian AP@.25IoU": { "count": 1, "is_lower_better": false }, "mod. mAP": { "count": 1, "is_lower_better": false }, "RMSE Cooperative": { "count": 8, "is_lower_better": false }, "RMSE Indoor": { "count": 8, "is_lower_better": false }, "RMSE Outdoor": { "count": 5, "is_lower_better": false }, "@cheek": { "count": 43, "is_lower_better": false }, "@forehead": { "count": 43, "is_lower_better": false }, "@mouth": { "count": 43, "is_lower_better": false }, "@nose": { "count": 43, "is_lower_better": false }, "all": { "count": 43, "is_lower_better": false }, "Median Reconstruction Error": { "count": 17, "is_lower_better": true }, "Stdev Reconstruction Error (mm)": { "count": 17, "is_lower_better": true }, "String-edit distance": { "count": 2, "is_lower_better": false }, "SBTDE": { "count": 2, "is_lower_better": false }, "RL2(*100)": { "count": 17, "is_lower_better": false }, "Actions Recall@5": { "count": 2, "is_lower_better": false }, "Objects Recall@5": { "count": 2, "is_lower_better": false }, "Verbs Recall@5": { "count": 2, "is_lower_better": false }, "Top 1 Accuracy - Act.": { "count": 14, "is_lower_better": false }, "Top 1 Accuracy - Noun": { "count": 14, "is_lower_better": false }, "Top 5 Accuracy - Act.": { "count": 14, "is_lower_better": false }, "Top 5 Accuracy - Noun": { "count": 14, "is_lower_better": false }, "Top 5 Accuracy - Verb": { "count": 14, "is_lower_better": false }, "D4RL Normalized Score": { "count": 1, "is_lower_better": false }, "FID (CS)": { "count": 5, "is_lower_better": false }, "FID (CV)": { "count": 5, "is_lower_better": false }, "MMDa (CS)": { "count": 5, "is_lower_better": false }, "MMDa (CV)": { "count": 5, "is_lower_better": false }, "MMDs (CS)": { "count": 5, "is_lower_better": false }, "MMDs (CV)": { "count": 5, "is_lower_better": false }, "MMDa": { "count": 5, "is_lower_better": false }, "MMDs": { "count": 5, "is_lower_better": false }, "AUC_J": { "count": 22, "is_lower_better": false }, "AUC_V": { "count": 20, "is_lower_better": false }, "F@15mm": { "count": 23, "is_lower_better": false }, "F@5mm": { "count": 23, "is_lower_better": false }, "PA-F@15mm": { "count": 30, "is_lower_better": false }, "PA-F@5mm": { "count": 30, "is_lower_better": false }, "PCK@0.05 (New Days) All": { "count": 10, "is_lower_better": false }, "PCK@0.05 (VISOR) All": { "count": 10, "is_lower_better": false }, "PCK@0.05 (Ego4D) All": { "count": 8, "is_lower_better": false }, "PCK@0.05 (Ego4D) Occ": { "count": 8, "is_lower_better": false }, "PCK@0.05 (Ego4D) Visible": { "count": 8, "is_lower_better": false }, "PCK@0.05 (NewDays) Occ": { "count": 9, "is_lower_better": false }, "PCK@0.05 (NewDays) Visible": { "count": 9, "is_lower_better": false }, "PCK@0.05 (VISOR) Occ": { "count": 9, "is_lower_better": false }, "PCK@0.05 (VISOR) Visible": { "count": 9, "is_lower_better": false }, "PA-MPJPE (mm)": { "count": 23, "is_lower_better": false }, "PA-VAUC": { "count": 10, "is_lower_better": false }, "Procrustes-Aligned MPJPE": { "count": 11, "is_lower_better": false }, "VAUC": { "count": 10, "is_lower_better": false }, "Point-to-surface distance (cm)": { "count": 1, "is_lower_better": false }, "Surface normal consistency": { "count": 1, "is_lower_better": false }, "OBJ-BG (OA)": { "count": 29, "is_lower_better": false }, "OBJ-ONLY (OA)": { "count": 27, "is_lower_better": false }, "Mean class accuracy": { "count": 1, "is_lower_better": false }, "LD": { "count": 5, "is_lower_better": false }, "Average Incremental Accuracy": { "count": 102, "is_lower_better": false }, "Final Accuracy": { "count": 19, "is_lower_better": false }, "# M Params": { "count": 14, "is_lower_better": false }, "Average Incremental Accuracy Top-5": { "count": 17, "is_lower_better": false }, "Final Accuracy Top-5": { "count": 17, "is_lower_better": false }, "mean Corruption Error (mCE)": { "count": 96, "is_lower_better": true }, "weighted F-measure": { "count": 18, "is_lower_better": false }, "PartPQ": { "count": 8, "is_lower_better": false }, "Overall IoU": { "count": 193, "is_lower_better": false }, "Precision@0.5": { "count": 51, "is_lower_better": false }, "Precision@0.6": { "count": 48, "is_lower_better": false }, "Precision@0.7": { "count": 48, "is_lower_better": false }, "Precision@0.8": { "count": 48, "is_lower_better": false }, "Precision@0.9": { "count": 51, "is_lower_better": false }, "Pr@0.5": { "count": 4, "is_lower_better": false }, "Pr@0.7": { "count": 4, "is_lower_better": false }, "Pr@0.9": { "count": 4, "is_lower_better": false }, "F": { "count": 53, "is_lower_better": false }, "J": { "count": 53, "is_lower_better": false }, "IoU mean": { "count": 47, "is_lower_better": false }, "IoU overall": { "count": 47, "is_lower_better": false }, "J&F 1st frame": { "count": 18, "is_lower_better": false }, "Zero-Shot Transfer": { "count": 2, "is_lower_better": false }, "J&F Full video": { "count": 5, "is_lower_better": false }, "J&F score": { "count": 1, "is_lower_better": false }, "PCK@0.1": { "count": 3, "is_lower_better": false }, "PCK@0.3 (OOD)": { "count": 6, "is_lower_better": false }, "Normalized Error (OOD)": { "count": 2, "is_lower_better": true }, "F-measure (Decay)": { "count": 78, "is_lower_better": false }, "F-measure (Mean)": { "count": 213, "is_lower_better": false }, "F-measure (Recall)": { "count": 82, "is_lower_better": false }, "Jaccard (Decay)": { "count": 81, "is_lower_better": false }, "Jaccard (Recall)": { "count": 83, "is_lower_better": false }, "EAO": { "count": 25, "is_lower_better": false }, "EAO (real-time)": { "count": 14, "is_lower_better": true }, "J score (unseen)": { "count": 1, "is_lower_better": false }, "HOTA (all)": { "count": 4, "is_lower_better": false }, "HOTA (common)": { "count": 4, "is_lower_better": false }, "HOTA (uncommon)": { "count": 4, "is_lower_better": false }, "D16 val (F)": { "count": 15, "is_lower_better": false }, "D16 val (G)": { "count": 16, "is_lower_better": false }, "D16 val (J)": { "count": 15, "is_lower_better": false }, "D17 val (F)": { "count": 25, "is_lower_better": false }, "D17 val (G)": { "count": 25, "is_lower_better": false }, "D17 val (J)": { "count": 25, "is_lower_better": false }, "D17 test (F)": { "count": 7, "is_lower_better": false }, "D17 test (G)": { "count": 8, "is_lower_better": false }, "D17 test (J)": { "count": 7, "is_lower_better": false }, "Speed (FPS)": { "count": 26, "is_lower_better": false }, "eRE": { "count": 1, "is_lower_better": false }, "eTE": { "count": 1, "is_lower_better": false }, "ADDS AUC": { "count": 11, "is_lower_better": false }, "Accuracy (ADD)": { "count": 4, "is_lower_better": false }, "Mean ADD-S": { "count": 1, "is_lower_better": false }, "AR CH": { "count": 5, "is_lower_better": false }, "AR CoU": { "count": 5, "is_lower_better": false }, "AR pCH": { "count": 5, "is_lower_better": false }, "FVD16": { "count": 66, "is_lower_better": false }, "FVD128": { "count": 3, "is_lower_better": false }, "KVD16": { "count": 14, "is_lower_better": false }, "FVD score": { "count": 30, "is_lower_better": false }, "Notes": { "count": 2, "is_lower_better": false }, "CLIP R-Precision": { "count": 6, "is_lower_better": false }, "FVD 16": { "count": 9, "is_lower_better": false }, "LPIPS (S1)": { "count": 2, "is_lower_better": false }, "LPIPS (S2)": { "count": 2, "is_lower_better": false }, "LPIPS (S3)": { "count": 2, "is_lower_better": false }, "LPIPS (S4)": { "count": 2, "is_lower_better": false }, "LPIPS (S5)": { "count": 2, "is_lower_better": false }, "SIFID (S1)": { "count": 2, "is_lower_better": false }, "SIFID (S2)": { "count": 2, "is_lower_better": false }, "SIFID (S3)": { "count": 2, "is_lower_better": false }, "SIFID (S4)": { "count": 2, "is_lower_better": false }, "SIFID (S5)": { "count": 2, "is_lower_better": false }, "H-Score": { "count": 30, "is_lower_better": false }, "R-Score": { "count": 4, "is_lower_better": false }, "EmoAcc": { "count": 1, "is_lower_better": false }, "LSE-C": { "count": 1, "is_lower_better": false }, "LMD": { "count": 1, "is_lower_better": false }, "H-score": { "count": 25, "is_lower_better": false }, "Source-Free": { "count": 12, "is_lower_better": false }, "Source-free": { "count": 39, "is_lower_better": false }, "VLM": { "count": 14, "is_lower_better": false }, "Detection Rate": { "count": 7, "is_lower_better": false }, "Segmentation (ablation)": { "count": 2, "is_lower_better": false }, "Segmentation (test)": { "count": 2, "is_lower_better": false }, "Mean MSE": { "count": 1, "is_lower_better": false }, "Soft-F1": { "count": 6, "is_lower_better": false }, "Predictive Equality (age)": { "count": 7, "is_lower_better": false }, "Degree of Bias (DoB)": { "count": 3, "is_lower_better": false }, "Average KL Divergence": { "count": 5, "is_lower_better": false }, "PSNR Gap": { "count": 5, "is_lower_better": false }, "Sensitivity (VEB)": { "count": 1, "is_lower_better": false }, "Acc@1-1262Clients": { "count": 6, "is_lower_better": false }, "Rewriting F3": { "count": 2, "is_lower_better": false }, "Rewriting F2": { "count": 1, "is_lower_better": false }, "Rewriting F1": { "count": 1, "is_lower_better": false }, "Error Removal": { "count": 1, "is_lower_better": true }, "min t-dcf": { "count": 5, "is_lower_better": false }, "min a-DCF": { "count": 1, "is_lower_better": false }, " Macro-F1": { "count": 1, "is_lower_better": false }, "Per-Class Accuracy (1-shot)": { "count": 16, "is_lower_better": false }, "Per-Class Accuracy (10-shots)": { "count": 16, "is_lower_better": false }, "Per-Class Accuracy (2-shots)": { "count": 11, "is_lower_better": false }, "Per-Class Accuracy (5-shots)": { "count": 16, "is_lower_better": false }, "Per-Class Accuracy (20-shots)": { "count": 4, "is_lower_better": false }, "Per-Class Accuracy (2-shots)": { "count": 5, "is_lower_better": false }, "Incremental PSNR": { "count": 6, "is_lower_better": false }, "Parameters(M)": { "count": 39, "is_lower_better": false }, "text-to-video R@1": { "count": 405, "is_lower_better": false }, "text-to-video R@10": { "count": 373, "is_lower_better": false }, "text-to-video R@5": { "count": 363, "is_lower_better": false }, "text-to-video Mean Rank": { "count": 98, "is_lower_better": false }, "text-to-video Median Rank": { "count": 185, "is_lower_better": false }, "video-to-text Mean Rank": { "count": 61, "is_lower_better": false }, "video-to-text Median Rank": { "count": 66, "is_lower_better": false }, "video-to-text R@1": { "count": 152, "is_lower_better": false }, "video-to-text R@10": { "count": 128, "is_lower_better": false }, "video-to-text R@5": { "count": 122, "is_lower_better": false }, "text-to-video R@50": { "count": 15, "is_lower_better": false }, "text-to-video MedianR": { "count": 3, "is_lower_better": false }, "text-to-video MeanR": { "count": 1, "is_lower_better": false }, "video-to-text R@50": { "count": 2, "is_lower_better": false }, "text-to-videoR@1": { "count": 1, "is_lower_better": false }, "text-to-videoMedian Rank": { "count": 1, "is_lower_better": false }, "mAP (CSVR)": { "count": 17, "is_lower_better": false }, "mAP (DSVR)": { "count": 17, "is_lower_better": false }, "mAP (ISVR)": { "count": 17, "is_lower_better": false }, "Argument Cl": { "count": 4, "is_lower_better": false }, "Argument Id": { "count": 2, "is_lower_better": false }, "Trigger Cl": { "count": 4, "is_lower_better": false }, "Trigger Id": { "count": 2, "is_lower_better": false }, "QAE": { "count": 6, "is_lower_better": false }, "R-QAE": { "count": 6, "is_lower_better": false }, "bleu": { "count": 4, "is_lower_better": false }, "Standard Parseval (Full)": { "count": 33, "is_lower_better": false }, "Standard Parseval (Nuclearity)": { "count": 37, "is_lower_better": false }, "Standard Parseval (Relation)": { "count": 32, "is_lower_better": false }, "Standard Parseval (Span)": { "count": 36, "is_lower_better": false }, "RST-Parseval (Nuclearity)": { "count": 15, "is_lower_better": false }, "RST-Parseval (Relation)": { "count": 15, "is_lower_better": false }, "RST-Parseval (Span)": { "count": 15, "is_lower_better": false }, "RST-Parseval (Full)": { "count": 10, "is_lower_better": false }, "Link & Rel F1": { "count": 14, "is_lower_better": false }, "Link F1": { "count": 14, "is_lower_better": false }, " SSIM": { "count": 1, "is_lower_better": false }, "FEVER": { "count": 4, "is_lower_better": false }, "Full F1 (Preps)": { "count": 11, "is_lower_better": false }, "Function F1 (Preps)": { "count": 7, "is_lower_better": false }, "Role F1 (Preps)": { "count": 7, "is_lower_better": false }, "Tags (Full) Acc": { "count": 6, "is_lower_better": false }, "Banking77 (Acc)": { "count": 8, "is_lower_better": false }, "CLINC150 (Acc)": { "count": 8, "is_lower_better": false }, "DSTC8 (F-1)": { "count": 8, "is_lower_better": false }, "HWU64 (Acc)": { "count": 8, "is_lower_better": false }, "MultiWOZ (Joint Goal Acc)": { "count": 8, "is_lower_better": false }, "Restaurant8k (F-1)": { "count": 8, "is_lower_better": false }, "TOP (EM)": { "count": 8, "is_lower_better": false }, "CaseHOLD": { "count": 7, "is_lower_better": false }, "ECtHR Task A": { "count": 8, "is_lower_better": false }, "ECtHR Task B": { "count": 8, "is_lower_better": false }, "EUR-LEX": { "count": 8, "is_lower_better": false }, "LEDGAR": { "count": 8, "is_lower_better": false }, "SCOTUS": { "count": 8, "is_lower_better": false }, "UNFAIR-ToS": { "count": 7, "is_lower_better": false }, "Task Completion (TC)": { "count": 17, "is_lower_better": false }, "ndtw": { "count": 6, "is_lower_better": false }, "error": { "count": 145, "is_lower_better": true }, "length": { "count": 145, "is_lower_better": false }, "oracle success": { "count": 145, "is_lower_better": false }, "success": { "count": 145, "is_lower_better": false }, "SPL (Sucess Weighted by Path Length)": { "count": 1, "is_lower_better": false }, "AP (Detection)": { "count": 1, "is_lower_better": false }, "AVG-RANK": { "count": 126, "is_lower_better": false }, "MOTA/L2": { "count": 19, "is_lower_better": false }, "FP/L2": { "count": 4, "is_lower_better": false }, "MOTA/L1": { "count": 4, "is_lower_better": false }, "AMOTA": { "count": 121, "is_lower_better": false }, "MRR (x 100)": { "count": 80, "is_lower_better": false }, "NDCG (x 100)": { "count": 80, "is_lower_better": false }, "Final_score": { "count": 49, "is_lower_better": false }, "SRC": { "count": 27, "is_lower_better": false }, "avg_state_quality": { "count": 1, "is_lower_better": false }, "TEDS (all samples)": { "count": 17, "is_lower_better": false }, "TEDS-Struct": { "count": 7, "is_lower_better": false }, "TEDS (complex samples)": { "count": 6, "is_lower_better": false }, "TEDS (simple samples)": { "count": 6, "is_lower_better": false }, "APc": { "count": 12, "is_lower_better": false }, "APf": { "count": 12, "is_lower_better": false }, "APr": { "count": 12, "is_lower_better": false }, "Average Score": { "count": 96, "is_lower_better": false }, "Rank1": { "count": 16, "is_lower_better": false }, "Rank5": { "count": 13, "is_lower_better": false }, "CMC1": { "count": 9, "is_lower_better": false }, "CMC10": { "count": 9, "is_lower_better": false }, "CMC5": { "count": 9, "is_lower_better": false }, "KILT-EM": { "count": 45, "is_lower_better": false }, "EM (Quasar-T)": { "count": 6, "is_lower_better": false }, "F1 (Quasar-T)": { "count": 6, "is_lower_better": false }, "KILT-RL": { "count": 37, "is_lower_better": false }, "N-gram F1": { "count": 7, "is_lower_better": false }, "Unigram Acc": { "count": 7, "is_lower_better": false }, "Onset F1": { "count": 22, "is_lower_better": false }, "note-level F-measure-no-offset (Fno)": { "count": 6, "is_lower_better": false }, "AR1": { "count": 88, "is_lower_better": false }, "AR10": { "count": 88, "is_lower_better": false }, "APho": { "count": 8, "is_lower_better": false }, "APmo": { "count": 8, "is_lower_better": false }, "APso": { "count": 6, "is_lower_better": false }, "Tube-Boundary AP": { "count": 4, "is_lower_better": false }, "mMOTSA": { "count": 14, "is_lower_better": false }, "AP50_L": { "count": 4, "is_lower_better": false }, "AP75_L": { "count": 4, "is_lower_better": false }, "AR10_L": { "count": 4, "is_lower_better": false }, "AR1_L": { "count": 4, "is_lower_better": false }, "mAP_L": { "count": 7, "is_lower_better": false }, "Top-1 Recall": { "count": 6, "is_lower_better": false }, "Top-3 Recall": { "count": 6, "is_lower_better": false }, "Top-5 Recall": { "count": 6, "is_lower_better": false }, "F1(Neg)": { "count": 2, "is_lower_better": false }, "F1(Pos)": { "count": 2, "is_lower_better": false }, "AP (gt bbox)": { "count": 8, "is_lower_better": false }, "WB": { "count": 15, "is_lower_better": false }, "body": { "count": 15, "is_lower_better": false }, "face": { "count": 15, "is_lower_better": false }, "foot": { "count": 15, "is_lower_better": false }, "hand": { "count": 15, "is_lower_better": false }, "Fact-F1": { "count": 4, "is_lower_better": false }, "Si-L2": { "count": 1, "is_lower_better": false }, "Si-MSE": { "count": 1, "is_lower_better": false }, "Case-sensitive sacreBLEU": { "count": 19, "is_lower_better": false }, "Case-insensitive sacreBLEU": { "count": 2, "is_lower_better": false }, "Case-insensitive tokenized BLEU": { "count": 2, "is_lower_better": false }, "Case-sensitive tokenized BLEU": { "count": 2, "is_lower_better": false }, "RMSPE": { "count": 1, "is_lower_better": false }, "An": { "count": 1, "is_lower_better": false }, "Sp": { "count": 1, "is_lower_better": false }, "Mean Opinion Score (Q1:Overall)": { "count": 2, "is_lower_better": false }, "Mean Opinion Score (Q2: Content)": { "count": 2, "is_lower_better": false }, "Mean Opinion Score (Q3: Style)": { "count": 2, "is_lower_better": false }, "Accuracy (Inter-Patient)": { "count": 1, "is_lower_better": false }, "detector": { "count": 15, "is_lower_better": false }, "Euclidean Distance (ED)": { "count": 5, "is_lower_better": false }, "Action Repetition": { "count": 9, "is_lower_better": false }, "Average Decisions": { "count": 9, "is_lower_better": false }, "Mean Reward": { "count": 13, "is_lower_better": false }, "Average Return": { "count": 39, "is_lower_better": false }, "delta_m": { "count": 2, "is_lower_better": false }, "\u2206m%": { "count": 5, "is_lower_better": false }, "Comb.": { "count": 2, "is_lower_better": false }, "Inform": { "count": 4, "is_lower_better": false }, "BScore": { "count": 3, "is_lower_better": false }, "Message-F1": { "count": 3, "is_lower_better": false }, "SAR": { "count": 2, "is_lower_better": false }, "SIR": { "count": 2, "is_lower_better": false }, "Decidability": { "count": 13, "is_lower_better": false }, "MRPE": { "count": 2, "is_lower_better": false }, "1x1 NLL": { "count": 1, "is_lower_better": false }, "AUC (outlier ratio = 0.5)": { "count": 4, "is_lower_better": false }, "ROC-AUC FAR": { "count": 15, "is_lower_better": false }, "ROC-AUC IID": { "count": 11, "is_lower_better": false }, "ROC-AUC NEAR": { "count": 11, "is_lower_better": false }, "ROC-AUC-ID (In-Distribution setup)": { "count": 11, "is_lower_better": false }, "Detection AP": { "count": 1, "is_lower_better": false }, "Best Delay": { "count": 2, "is_lower_better": false }, "Best F1": { "count": 2, "is_lower_better": false }, "Accuracy (Private)": { "count": 71, "is_lower_better": false }, "Accuracy (Public)": { "count": 13, "is_lower_better": false }, "Param": { "count": 1, "is_lower_better": false }, "E-measure": { "count": 50, "is_lower_better": false }, "Smeasure": { "count": 8, "is_lower_better": false }, "FENSE": { "count": 7, "is_lower_better": false }, "SPIDEr": { "count": 24, "is_lower_better": false }, "SPIDEr-FL": { "count": 4, "is_lower_better": false }, "Sentence-BERT": { "count": 2, "is_lower_better": false }, "#params (M)": { "count": 1, "is_lower_better": false }, "IDS": { "count": 9, "is_lower_better": false }, "Deg.": { "count": 6, "is_lower_better": false }, "Accuracy (H50)": { "count": 1, "is_lower_better": false }, "F1 (H50)": { "count": 1, "is_lower_better": false }, "HDR-VDP2 Q SCORE": { "count": 1, "is_lower_better": false }, "Patch Matching": { "count": 2, "is_lower_better": false }, "Patch Retrieval": { "count": 2, "is_lower_better": false }, "Patch Verification": { "count": 2, "is_lower_better": false }, "Correction F1": { "count": 2, "is_lower_better": false }, "Detection F1": { "count": 2, "is_lower_better": false }, "Zero shot FID": { "count": 2, "is_lower_better": false }, "SOA-C": { "count": 5, "is_lower_better": false }, "FID-1": { "count": 4, "is_lower_better": false }, "FID-2": { "count": 4, "is_lower_better": false }, "FID-4": { "count": 4, "is_lower_better": false }, "FID-8": { "count": 4, "is_lower_better": false }, "Color": { "count": 2, "is_lower_better": false }, "Shape": { "count": 2, "is_lower_better": false }, "Texture": { "count": 2, "is_lower_better": false }, "Complex": { "count": 1, "is_lower_better": false }, "Non-Spatial": { "count": 1, "is_lower_better": false }, "Spatial": { "count": 1, "is_lower_better": false }, "rsim": { "count": 4, "is_lower_better": false }, "Aesthetics (Laion Aesthtetics Predictor)": { "count": 8, "is_lower_better": false }, "Human Preference Alignement (HPSv2)": { "count": 8, "is_lower_better": false }, "Text Alignement (SentenceBERT)": { "count": 8, "is_lower_better": false }, "Block-FID": { "count": 3, "is_lower_better": false }, "Color Attri.": { "count": 4, "is_lower_better": false }, "Colors": { "count": 4, "is_lower_better": false }, "Counting": { "count": 4, "is_lower_better": false }, "Position": { "count": 4, "is_lower_better": false }, "Single Obj.": { "count": 5, "is_lower_better": false }, "Two Obj.": { "count": 5, "is_lower_better": false }, "P@50K": { "count": 7, "is_lower_better": false }, "P@5K": { "count": 7, "is_lower_better": false }, "F1@10": { "count": 19, "is_lower_better": false }, "HDR-VDP-2": { "count": 7, "is_lower_better": false }, "Kim and Kautz TMO-PSNR": { "count": 6, "is_lower_better": false }, "Reinhard'TMO-PSNR": { "count": 9, "is_lower_better": false }, "HDR-VDP-3": { "count": 5, "is_lower_better": false }, "PU21-PSNR": { "count": 5, "is_lower_better": false }, "PU21-SSIM": { "count": 5, "is_lower_better": false }, "HDR-PSNR": { "count": 16, "is_lower_better": false }, "HDR-SSIM": { "count": 9, "is_lower_better": false }, "HDR-VQM": { "count": 9, "is_lower_better": false }, "rank-10": { "count": 72, "is_lower_better": false }, "rank-5": { "count": 72, "is_lower_better": false }, "R-1": { "count": 61, "is_lower_better": false }, "R-10": { "count": 61, "is_lower_better": false }, "R-5": { "count": 61, "is_lower_better": false }, "pi/6 accuracy": { "count": 1, "is_lower_better": false }, "R10": { "count": 24, "is_lower_better": false }, "R5": { "count": 24, "is_lower_better": false }, "CUHK03-NP->Rank-1": { "count": 1, "is_lower_better": false }, "CUHK03-NP->mAP": { "count": 1, "is_lower_better": false }, "MSMT17->Rank-1": { "count": 1, "is_lower_better": false }, "MSMT17->mAP": { "count": 1, "is_lower_better": false }, "Market-1501->Rank-1": { "count": 1, "is_lower_better": false }, "Market-1501->mAP": { "count": 1, "is_lower_better": false }, "MIoU (16 classes)": { "count": 4, "is_lower_better": false }, "mIoU (19 classes)": { "count": 2, "is_lower_better": false }, "Speed (ms/f)": { "count": 3, "is_lower_better": false }, "Interpolation Error": { "count": 8, "is_lower_better": true }, "Subjective score": { "count": 35, "is_lower_better": false }, "tOF": { "count": 8, "is_lower_better": false }, "Edit": { "count": 94, "is_lower_better": false }, "F1@10%": { "count": 94, "is_lower_better": false }, "F1@25%": { "count": 94, "is_lower_better": false }, "F1@50%": { "count": 95, "is_lower_better": false }, "F1@25": { "count": 2, "is_lower_better": false }, "F1@50": { "count": 2, "is_lower_better": false }, "MoF": { "count": 7, "is_lower_better": false }, "PSNR (Raw)": { "count": 53, "is_lower_better": false }, "SSIM (Raw)": { "count": 35, "is_lower_better": false }, "ODRMSE": { "count": 1, "is_lower_better": false }, "Ext. data": { "count": 488, "is_lower_better": false }, "Test Hits@20": { "count": 31, "is_lower_better": false }, "Validation Hits@20": { "count": 31, "is_lower_better": false }, "Validation Hits@50": { "count": 30, "is_lower_better": false }, "Test Hits@100": { "count": 26, "is_lower_better": false }, "Validation Hits@100": { "count": 26, "is_lower_better": false }, "Standardized MAE": { "count": 10, "is_lower_better": false }, "alpha (ma)": { "count": 10, "is_lower_better": false }, "gap (meV)": { "count": 10, "is_lower_better": false }, "logMAE": { "count": 10, "is_lower_better": false }, "Test ROC-AUC": { "count": 69, "is_lower_better": false }, "Validation ROC-AUC": { "count": 66, "is_lower_better": false }, "Validation F1 score": { "count": 21, "is_lower_better": false }, "RG-1(%)": { "count": 4, "is_lower_better": false }, "RG-2(%)": { "count": 4, "is_lower_better": false }, "RG-L(%)": { "count": 4, "is_lower_better": false }, "Goal Probability": { 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4, "is_lower_better": false }, "rBLEU(w/title)(Valid)": { "count": 4, "is_lower_better": false }, "chrF++": { "count": 6, "is_lower_better": false }, "Word similarity": { "count": 1, "is_lower_better": false }, " Over": { "count": 9, "is_lower_better": false }, "Avg": { "count": 15, "is_lower_better": false }, "B77": { "count": 9, "is_lower_better": false }, "NIS": { "count": 9, "is_lower_better": false }, "OSE": { "count": 9, "is_lower_better": false }, "SOT": { "count": 9, "is_lower_better": false }, "SRI": { "count": 9, "is_lower_better": false }, "TAI": { "count": 9, "is_lower_better": false }, "TC": { "count": 9, "is_lower_better": false }, "TEH": { "count": 9, "is_lower_better": false }, "ToS": { "count": 9, "is_lower_better": false }, "translation error [%]": { "count": 2, "is_lower_better": true }, "mIoU (Temporal DA) ": { "count": 1, "is_lower_better": false }, "Classification F1-score": { "count": 1, "is_lower_better": false }, "Localization F1-score": { "count": 1, "is_lower_better": false }, "GMac": { "count": 1, "is_lower_better": false }, "Temporal awareness": { "count": 2, "is_lower_better": false }, "model size": { "count": 21, "is_lower_better": false }, "CRD training setting": { "count": 39, "is_lower_better": false }, "Prediction Accuracy": { "count": 4, "is_lower_better": false }, "Alpha-Word accuracy": { "count": 16, "is_lower_better": false }, "R1@.9": { "count": 2, "is_lower_better": false }, "R@10s": { "count": 1, "is_lower_better": false }, "mauve": { "count": 2, "is_lower_better": false }, "interest (human)": { "count": 1, "is_lower_better": false }, "relevance (human)": { "count": 1, "is_lower_better": false }, "Inform_mct": { "count": 2, "is_lower_better": false }, "Joint SA": { "count": 2, "is_lower_better": false }, "SSA": { "count": 2, "is_lower_better": false }, "Sensibleness": { "count": 2, "is_lower_better": false }, "Slot Accuracy": { "count": 2, "is_lower_better": false }, "Success_mct": { "count": 2, "is_lower_better": 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24, "is_lower_better": false }, "Reasonable Miss Rate": { "count": 36, "is_lower_better": false }, "log average miss rate": { "count": 4, "is_lower_better": false }, "Reasonable MR^-2": { "count": 21, "is_lower_better": false }, "Small MR^-2": { "count": 11, "is_lower_better": false }, "Test Time": { "count": 6, "is_lower_better": true }, "Bare MR^-2": { "count": 12, "is_lower_better": false }, "Large MR^-2": { "count": 5, "is_lower_better": false }, "Medium MR^-2": { "count": 5, "is_lower_better": false }, "Partial MR^-2": { "count": 12, "is_lower_better": false }, "Completion accuracy": { "count": 6, "is_lower_better": false }, "Classification Accuracy (BN-free)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (Deep)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (Dense)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (ID-test)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (ResNet-50)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (ViT)": { "count": 1, "is_lower_better": false }, "Classification Accuracy (Wide)": { "count": 1, "is_lower_better": false }, "mAP-0%": { "count": 1, "is_lower_better": false }, "mAP-100%": { "count": 1, "is_lower_better": false }, "mAP-50%": { "count": 1, "is_lower_better": false }, "IOU50": { "count": 1, "is_lower_better": false }, "Top 10 Accuracy": { "count": 3, "is_lower_better": false }, "Top 5 Error Rate": { "count": 5, "is_lower_better": true }, "AutoAttacked Accuracy": { "count": 2, "is_lower_better": false }, "Clean Accuracy": { "count": 2, "is_lower_better": false }, "Fool rate": { "count": 2, "is_lower_better": false }, "CA": { "count": 6, "is_lower_better": false }, "Open-mIoU": { "count": 3, "is_lower_better": false }, "Clustering Accuracy": { "count": 4, "is_lower_better": false }, "microAP": { "count": 2, "is_lower_better": false }, "IR": { "count": 9, "is_lower_better": false }, "NFMR": { "count": 9, "is_lower_better": false }, "NMSE": { "count": 4, "is_lower_better": false }, "DSSIM": { "count": 1, "is_lower_better": false }, "Cohen's kappa": { "count": 9, "is_lower_better": false }, "Macro-averaged Accuracy": { "count": 1, "is_lower_better": false }, "Cohen's Kappa": { "count": 23, "is_lower_better": false }, "KC": { "count": 31, "is_lower_better": false }, "Overal Accuracy": { "count": 4, "is_lower_better": false }, "Prcision": { "count": 7, "is_lower_better": false }, "Fscd": { "count": 2, "is_lower_better": false }, "SeK": { "count": 2, "is_lower_better": false }, "ASR-BLEU (Dev)": { "count": 8, "is_lower_better": false }, "ASR-BLEU (Test)": { "count": 8, "is_lower_better": false }, "ASR-BLEU": { "count": 9, "is_lower_better": false }, "mean Recall @100": { "count": 5, "is_lower_better": false }, "mean Recall @20": { "count": 5, "is_lower_better": false }, "zR@100": { "count": 2, "is_lower_better": false }, "zR@20": { "count": 2, "is_lower_better": false }, "zR@50": { "count": 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"count": 2, "is_lower_better": false }, "macro f1 score (A(100), B(100), C(100) Avg.)": { "count": 1, "is_lower_better": false }, "Accuracy on Brightness Corrupted Images": { "count": 1, "is_lower_better": false }, "F1-score (weighted)": { "count": 7, "is_lower_better": false }, "Ignored Constraint Error Rate": { "count": 4, "is_lower_better": true }, "bpref": { "count": 1, "is_lower_better": false }, "Top-5 accuracy": { "count": 36, "is_lower_better": false }, "mF1": { "count": 4, "is_lower_better": false }, "Declarative m_vIoU": { "count": 3, "is_lower_better": false }, "Declarative vIoU@0.3": { "count": 3, "is_lower_better": false }, "Declarative vIoU@0.5": { "count": 3, "is_lower_better": false }, "Interrogative m_vIoU": { "count": 3, "is_lower_better": false }, "Interrogative vIoU@0.3": { "count": 3, "is_lower_better": false }, "Interrogative vIoU@0.5": { "count": 3, "is_lower_better": false }, "m_vIoU": { "count": 3, "is_lower_better": false }, "vIoU@0.3": { "count": 3, "is_lower_better": false }, "vIoU@0.5": { "count": 3, "is_lower_better": false }, "Val m_vIoU": { "count": 4, "is_lower_better": false }, "Val vIoU@0.3": { "count": 4, "is_lower_better": false }, "Val vIoU@0.5": { "count": 4, "is_lower_better": false }, "mAP@75": { "count": 1, "is_lower_better": false }, "AP50(T<90)": { "count": 1, "is_lower_better": false }, "AP90(T<90)": { "count": 1, "is_lower_better": false }, "dense fog hard (AP)": { "count": 2, "is_lower_better": false }, "light fog hard (AP)": { "count": 2, "is_lower_better": false }, "snow/rain hard (AP)": { "count": 2, "is_lower_better": false }, "clear hard (AP)": { "count": 2, "is_lower_better": false }, "test/mAP50": { "count": 7, "is_lower_better": false }, "Val/mAP50": { "count": 7, "is_lower_better": false }, "test/mAP": { "count": 4, "is_lower_better": false }, "All mAP": { "count": 1, "is_lower_better": false }, "M": { "count": 2, "is_lower_better": false }, "RL": { "count": 2, "is_lower_better": false }, "Human 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"Sexual Orientation": { "count": 4, "is_lower_better": false }, "Socioeconomic status": { "count": 4, "is_lower_better": false }, "Exact string match": { "count": 3, "is_lower_better": false }, "Group 1": { "count": 4, "is_lower_better": false }, "Group 2": { "count": 4, "is_lower_better": false }, "Group 3": { "count": 4, "is_lower_better": false }, "Group 4": { "count": 4, "is_lower_better": false }, "Group 5": { "count": 4, "is_lower_better": false }, "Parameters (Billion)": { "count": 132, "is_lower_better": false }, "Energy MAE": { "count": 4, "is_lower_better": false }, "Accuracy of Agreeableness": { "count": 4, "is_lower_better": false }, "Accuracy of Conscientiousness": { "count": 4, "is_lower_better": false }, "Accuracy of Extraversion": { "count": 4, "is_lower_better": false }, "Accuracy of Neurotism": { "count": 4, "is_lower_better": false }, "Accuracy of Openness": { "count": 4, "is_lower_better": false }, "ASL mAP": { "count": 1, "is_lower_better": false }, "All Miss Rate": { "count": 15, "is_lower_better": false }, "Text2Mol": { "count": 29, "is_lower_better": false }, "COCO-Val2017": { "count": 7, "is_lower_better": false }, "HICO": { "count": 7, "is_lower_better": false }, "Novel Classes": { "count": 3, "is_lower_better": false }, "Obj365": { "count": 3, "is_lower_better": false }, "Novel classes": { "count": 4, "is_lower_better": false }, "Object365": { "count": 4, "is_lower_better": false }, "Unknown (AP)": { "count": 3, "is_lower_better": false }, "MAE for DBP [mmHg]": { "count": 3, "is_lower_better": false }, "MAE for SBP [mmHg]": { "count": 3, "is_lower_better": false }, "Clustering [mIoU]": { "count": 34, "is_lower_better": false }, "Linear Classifier [mIoU]": { "count": 18, "is_lower_better": false }, "FCN [mIoU]": { "count": 2, "is_lower_better": false }, "Clustering [Accuracy]": { "count": 24, "is_lower_better": false }, "Linear Classifier [Accuracy]": { "count": 10, "is_lower_better": false }, "Average Distance": { "count": 2, "is_lower_better": false }, "macro avg (subtask 1)": { "count": 10, "is_lower_better": false }, "f1 macro avg (subtask 2)": { "count": 13, "is_lower_better": false }, "lev dist (subtask 2)": { "count": 13, "is_lower_better": false }, "Kendall's Tau-b": { "count": 3, "is_lower_better": false }, "Kendall's Tau-c": { "count": 20, "is_lower_better": false }, "EQ-Bench Score": { "count": 24, "is_lower_better": false }, "AveriTeC": { "count": 3, "is_lower_better": false }, "Question + Answer score": { "count": 3, "is_lower_better": false }, "Question Only score": { "count": 3, "is_lower_better": false }, "F1-Macro (Test)": { "count": 1, "is_lower_better": false }, "F1-Micro (Test)": { "count": 1, "is_lower_better": false }, "Delta_NoContext": { "count": 11, "is_lower_better": false }, "Top-1 Verb & Value": { "count": 25, "is_lower_better": false }, "Top-5 Verbs": { "count": 24, "is_lower_better": false }, "Top-5 Verbs & Value": { "count": 24, "is_lower_better": false }, "Top-1 Verb & Grounded-Value": { "count": 7, "is_lower_better": false }, "Top-5 Verbs & Grounded-Value": { "count": 7, "is_lower_better": false }, "R@1,IoU=0.5": { "count": 9, "is_lower_better": false }, "R@1,IoU=0.7": { "count": 7, "is_lower_better": false }, "R@1,IoU=0.1": { "count": 2, "is_lower_better": false }, "R@1,IoU=0.3": { "count": 4, "is_lower_better": false }, "R@5,IoU=0.1": { "count": 2, "is_lower_better": false }, "R@5,IoU=0.3": { "count": 3, "is_lower_better": false }, "R@10,IoU=0.1": { "count": 1, "is_lower_better": false }, "R@100,IoU=0.1": { "count": 1, "is_lower_better": false }, "R@50,IoU=0.1": { "count": 1, "is_lower_better": false }, "Event Detection F-score": { "count": 1, "is_lower_better": false }, "Video Score": { "count": 24, "is_lower_better": false }, "Median Rank": { "count": 3, "is_lower_better": false }, "Char-F1": { "count": 8, "is_lower_better": false }, "F-Acc": { "count": 8, "is_lower_better": false }, "Adversarial": { "count": 1, "is_lower_better": false }, "Block-FID (Right Extend)": { "count": 4, "is_lower_better": false }, "Block-FID (Down Extend)": { "count": 4, "is_lower_better": false }, "Block-FID (Left Extend)": { "count": 4, "is_lower_better": false }, "Block-FID (Up Extend)": { "count": 4, "is_lower_better": false }, "CLIP Similarity": { "count": 7, "is_lower_better": false }, "O-AUROC": { "count": 15, "is_lower_better": false }, "P-AUROC": { "count": 13, "is_lower_better": false }, "Mean Performance of P. and O. 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Rate (12 tasks, 200 demo/task)": { "count": 6, "is_lower_better": false }, "avg. sequence length (D to D)": { "count": 19, "is_lower_better": false }, "Variant Aggregation": { "count": 9, "is_lower_better": false }, "Variant Aggregation-Move Near": { "count": 9, "is_lower_better": false }, "Variant Aggregation-Open/Close Drawer": { "count": 9, "is_lower_better": false }, "Variant Aggregation-Pick Coke Can": { "count": 9, "is_lower_better": false }, "Visual Matching": { "count": 9, "is_lower_better": false }, "Visual Matching-Move Near": { "count": 9, "is_lower_better": false }, "Visual Matching-Open/Close Drawer": { "count": 9, "is_lower_better": false }, "Visual Matching-Pick Coke Can": { "count": 9, "is_lower_better": false }, "Inference Speed (fps)": { "count": 5, "is_lower_better": false }, "Input Image Size": { "count": 14, "is_lower_better": false }, "Succ. Rate (18 tasks, 10 demo/task)": { "count": 3, "is_lower_better": false }, "Succ. 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LPIPS": { "count": 32, "is_lower_better": false }, "ERQAv1.0": { "count": 32, "is_lower_better": false }, "QRCRv1.0": { "count": 32, "is_lower_better": false }, "FID (first 20 steps)": { "count": 2, "is_lower_better": false }, "FID (full 100 steps)": { "count": 2, "is_lower_better": false }, "IS (first 20 steps)": { "count": 2, "is_lower_better": false }, "IS (full 100 steps)": { "count": 2, "is_lower_better": false }, "KID (first 20 steps)": { "count": 2, "is_lower_better": false }, "KID (full 100 steps)": { "count": 2, "is_lower_better": false }, "Chamfer AP": { "count": 4, "is_lower_better": false }, "Frechet AP": { "count": 1, "is_lower_better": false }, "Action": { "count": 9, "is_lower_better": false }, "Add": { "count": 9, "is_lower_better": false }, "Adjust": { "count": 9, "is_lower_better": false }, "Background": { "count": 9, "is_lower_better": false }, "Extract": { "count": 9, "is_lower_better": false }, "Hybrid": { "count": 9, "is_lower_better": false }, "Remove": { "count": 9, "is_lower_better": false }, "Replace": { "count": 9, "is_lower_better": false }, "Style": { "count": 9, "is_lower_better": false }, "Perceptual Quality": { "count": 3, "is_lower_better": false }, "Semantic Consistency": { "count": 3, "is_lower_better": false }, "NOV-F1": { "count": 11, "is_lower_better": false }, "VAL-F1": { "count": 11, "is_lower_better": false }, "R2 Score": { "count": 14, "is_lower_better": false }, "Cross-domain CE": { "count": 1, "is_lower_better": false }, "Cross-domain EM": { "count": 1, "is_lower_better": false }, "In-domain CE": { "count": 1, "is_lower_better": false }, "In-domain EM": { "count": 1, "is_lower_better": false }, "FID-C": { "count": 3, "is_lower_better": false }, "Motion Quality": { "count": 5, "is_lower_better": false }, "Temporal Consistency": { "count": 5, "is_lower_better": false }, "Text-to-Video Alignment": { "count": 5, "is_lower_better": false }, "Total Score": { "count": 5, "is_lower_better": false }, "Visual Quality": { "count": 5, "is_lower_better": false }, "CLIP-FID": { "count": 6, "is_lower_better": false }, "CLIPSIM": { "count": 17, "is_lower_better": false }, "Mean Distance Error": { "count": 3, "is_lower_better": true }, "mask AP50": { "count": 6, "is_lower_better": false }, "AP novel-LVIS base training": { "count": 28, "is_lower_better": false }, "AP novel-Unrestricted open-vocabulary training": { "count": 7, "is_lower_better": false }, "associated accuracy": { "count": 8, "is_lower_better": false }, "dynamic accuracy": { "count": 4, "is_lower_better": false }, "static accuracy": { "count": 4, "is_lower_better": false }, "OBO": { "count": 11, "is_lower_better": false }, "OBZ": { "count": 3, "is_lower_better": false }, "Need 3D Data?": { "count": 16, "is_lower_better": false }, "SODA": { "count": 14, "is_lower_better": false }, "DIV-1": { "count": 1, "is_lower_better": false }, "DIV-2": { "count": 1, "is_lower_better": false }, "RE-4": { "count": 1, "is_lower_better": false }, "AUC-J": { "count": 7, "is_lower_better": false }, "Top-1 Action Accuracy": { "count": 3, "is_lower_better": false }, "Mean Translation/Rotation Error (m/degree)": { "count": 4, "is_lower_better": true }, "Median Translation/Rotation Error (m/degree)": { "count": 4, "is_lower_better": true }, "account and password ": { "count": 1, "is_lower_better": false }, "CCC": { "count": 13, "is_lower_better": false }, "UA": { "count": 7, "is_lower_better": false }, "WA": { "count": 6, "is_lower_better": false }, "Unweighted Accuracy": { "count": 1, "is_lower_better": false }, "Unweighted Accuracy (UA)": { "count": 7, "is_lower_better": false }, "Weighted Accuracy (WA)": { "count": 6, "is_lower_better": false }, "CCC (Arousal)": { "count": 2, "is_lower_better": false }, "CCC (Valence)": { "count": 2, "is_lower_better": false }, "UA CV": { "count": 2, "is_lower_better": false }, "WA CV": { "count": 3, "is_lower_better": false }, "Top-10 accuracy": { "count": 35, "is_lower_better": false }, "Top-3 accuracy": { "count": 33, "is_lower_better": false }, "Top-50 accuracy": { "count": 7, "is_lower_better": false }, "Top-20 accuracy": { "count": 3, "is_lower_better": false }, "Win rate": { "count": 4, "is_lower_better": false }, "Collision-1s": { "count": 4, "is_lower_better": false }, "Collision-2s": { "count": 4, "is_lower_better": false }, "Collision-3s": { "count": 4, "is_lower_better": false }, "Collision-Avg": { "count": 4, "is_lower_better": false }, "L2-1s": { "count": 4, "is_lower_better": false }, "L2-2s": { "count": 4, "is_lower_better": false }, "L2-3s": { "count": 4, "is_lower_better": false }, "L2-Avg": { "count": 4, "is_lower_better": false }, "Mean absolute error": { "count": 7, "is_lower_better": true }, "Accuracy - All Images": { "count": 89, "is_lower_better": false }, "Accuracy - Clean Images": { "count": 89, "is_lower_better": false }, "Accuracy - Corrupted Images": { "count": 88, "is_lower_better": false }, "Embedding Average": { "count": 1, "is_lower_better": false }, "Greedy Matching": { "count": 1, "is_lower_better": false }, "Vector Extrema": { "count": 1, "is_lower_better": false }, "v2v error": { "count": 1, "is_lower_better": true }, "Weighted Recall": { "count": 1, "is_lower_better": false }, "CS@5": { "count": 3, "is_lower_better": false }, "PCC (Arousal)": { "count": 1, "is_lower_better": false }, "PCC (Valence)": { "count": 1, "is_lower_better": false }, "wAcc": { "count": 25, "is_lower_better": false }, "text-to-image R@1": { "count": 10, "is_lower_better": false }, "text-to-imageR@1": { "count": 10, "is_lower_better": false }, "Text-to-image Medr": { "count": 1, "is_lower_better": false }, "Image-to-sound R@100": { "count": 2, "is_lower_better": false }, "Sound-to-image R@100": { "count": 2, "is_lower_better": false }, "gpt-score": { "count": 18, "is_lower_better": false }, "Contextual Understanding": { "count": 27, "is_lower_better": false }, "Correctness of Information": { "count": 27, "is_lower_better": false }, "Detail Orientation": { "count": 27, "is_lower_better": false }, "Temporal Understanding": { "count": 27, "is_lower_better": false }, "mean": { "count": 29, "is_lower_better": false }, "Accuracy (medium)": { "count": 2, "is_lower_better": false }, "Accuracy (small)": { "count": 2, "is_lower_better": false }, "BLEU (medium)": { "count": 1, "is_lower_better": false }, "BLEU (small)": { "count": 1, "is_lower_better": false }, "CodeBLEU (medium)": { "count": 1, "is_lower_better": false }, "CodeBLEU (small)": { "count": 1, "is_lower_better": false }, "N-acc.": { "count": 5, "is_lower_better": false }, "Precision@(F1=1, IoU\u22650.5)": { "count": 5, "is_lower_better": false }, "AD-Related Brain Areas Identified": { "count": 1, "is_lower_better": false }, "Fashion Accuracy": { "count": 2, "is_lower_better": false }, "Percentage of Correct Keypoints": { "count": 2, "is_lower_better": false }, "BERT Score": { "count": 3, "is_lower_better": false }, "MLTD": { "count": 1, "is_lower_better": false }, "Average Pixel F1(Fixed threshold)": { "count": 55, "is_lower_better": false }, "Pixel Binary F1": { "count": 32, "is_lower_better": false }, "CSI-pool16": { "count": 1, "is_lower_better": false }, "CSI-pool4": { "count": 1, "is_lower_better": false }, "Accuracy (L:R) - T1": { "count": 1, "is_lower_better": false }, "Person-wise Top5: t=1(mAP@0.5)": { "count": 3, "is_lower_better": false }, "Person-wise Top5: t=3(mAP@0.5)": { "count": 3, "is_lower_better": false }, "Person-wise Top5: t=5(mAP@0.5)": { "count": 3, "is_lower_better": false }, "MTE": { "count": 2, "is_lower_better": false }, "Survival": { "count": 3, "is_lower_better": false }, "\u03b4": { "count": 3, "is_lower_better": false }, "Average PCK": { "count": 11, "is_lower_better": false }, "Occlusion Accuracy": { "count": 11, "is_lower_better": false }, "lambda": { "count": 4, "is_lower_better": false }, "chemical macro-average RMSE": { "count": 1, "is_lower_better": false }, "micro-averaged RMSE": { "count": 1, "is_lower_better": false }, "R Squared": { "count": 1, "is_lower_better": false }, "Segment-level F1": { "count": 4, "is_lower_better": false }, "Average Page-level BLEU": { "count": 2, "is_lower_better": false }, "Average Relative Distance (ARD)": { "count": 2, "is_lower_better": false }, "hIoU": { "count": 3, "is_lower_better": false }, "mIoU-": { "count": 2, "is_lower_better": false }, "F1-score (Word)": { "count": 3, "is_lower_better": false }, "Acc-A": { "count": 19, "is_lower_better": false }, "mAP M": { "count": 19, "is_lower_better": false }, "mAP W": { "count": 17, "is_lower_better": false }, "R@5,IoU=0.5": { "count": 2, "is_lower_better": false }, "R1@0.5": { "count": 13, "is_lower_better": false }, "R1@0.7": { "count": 13, "is_lower_better": false }, "R5@0.5": { "count": 13, "is_lower_better": false }, "R5@0.7": { "count": 13, "is_lower_better": false }, "Infraction Score": { "count": 21, "is_lower_better": false }, "Mean F1 (Advanced)": { "count": 14, "is_lower_better": false }, "Mean F1 (Intermediate)": { "count": 21, "is_lower_better": false }, "12k": { "count": 11, "is_lower_better": false }, "AP Common": { "count": 6, "is_lower_better": false }, "AP Head": { "count": 6, "is_lower_better": false }, "AP Tail": { "count": 6, "is_lower_better": false }, "AP25": { "count": 11, "is_lower_better": false }, "AP50 Base B6/N6": { "count": 3, "is_lower_better": false }, "AP50 Base B8/N4 ": { "count": 3, "is_lower_better": false }, "AP50 Novel B6/N6": { "count": 4, "is_lower_better": false }, "AP50 Novel B8/N4": { "count": 4, "is_lower_better": false }, "RQ": { "count": 27, "is_lower_better": false }, "SQ": { "count": 27, "is_lower_better": false }, "Cap. Avg. R@1": { "count": 6, "is_lower_better": false }, "Cap. Avg. R@10": { "count": 6, "is_lower_better": false }, "Cap. Avg. R@5": { "count": 6, "is_lower_better": false }, "DTW R@10": { "count": 3, "is_lower_better": false }, "DTW R@5": { "count": 3, "is_lower_better": false }, "OTAM R@1": { "count": 3, "is_lower_better": false }, "OTAM R@10": { "count": 3, "is_lower_better": false }, "OTAM R@5": { "count": 3, "is_lower_better": false }, "e-error": { "count": 9, "is_lower_better": true }, "Mean Absolute Error (cross-val)": { "count": 1, "is_lower_better": true }, "Mean Squared Error (cross-val)": { "count": 1, "is_lower_better": true }, "CS": { "count": 1, "is_lower_better": false }, "PQ_st": { "count": 4, "is_lower_better": false }, "PQ_th": { "count": 4, "is_lower_better": false }, "PQ_dagger": { "count": 2, "is_lower_better": false }, "PQst": { "count": 88, "is_lower_better": false }, "PQth": { "count": 91, "is_lower_better": false }, "RQst": { "count": 6, "is_lower_better": false }, "RQth": { "count": 6, "is_lower_better": false }, "SQst": { "count": 6, "is_lower_better": false }, "SQth": { "count": 6, "is_lower_better": false }, "PQ (with stuff)": { "count": 2, "is_lower_better": false }, "RQ (with stuff)": { "count": 2, "is_lower_better": false }, "SQ (with stuff)": { "count": 2, "is_lower_better": false }, "PQ (test)": { "count": 1, "is_lower_better": false }, "Element (IoU)": { "count": 17, "is_lower_better": false }, "Intent Match": { "count": 17, "is_lower_better": false }, "Text (F1)": { "count": 17, "is_lower_better": false }, "AR_U": { "count": 1, "is_lower_better": false }, "Variance": { "count": 1, "is_lower_better": false }, "GPT-3.5 score": { "count": 15, "is_lower_better": false }, "GPT-4 score": { "count": 256, "is_lower_better": false }, "Hallucination Rate": { "count": 2, "is_lower_better": false }, "GPT-4 score (bbox)": { "count": 13, "is_lower_better": false }, "GPT-4 score (human)": { "count": 8, "is_lower_better": false }, "Chamfer Distance L2": { "count": 4, "is_lower_better": false }, "Earth Mover's Distance": { "count": 1, "is_lower_better": false }, "Frechet Point cloud Distance": { "count": 1, "is_lower_better": false }, "Image to Text Recall@1": { "count": 1, "is_lower_better": false }, "iBLEU": { "count": 5, "is_lower_better": false }, "LSTQ": { "count": 7, "is_lower_better": false }, "Avg. sequence length": { "count": 5, "is_lower_better": false }, "Precision@100": { "count": 3, "is_lower_better": false }, "F-score (average)": { "count": 1, "is_lower_better": false }, "F-score (para., layout)": { "count": 1, "is_lower_better": false }, "F-score (stroke)": { "count": 1, "is_lower_better": false }, "F-score (text-line)": { "count": 1, "is_lower_better": false }, "F-score (word)": { "count": 1, "is_lower_better": false }, "IoU ped - 224x480 - Vis filter. - 100x100 at 0.5": { "count": 7, "is_lower_better": false }, "IoU veh - 224x480 - No vis filter - 100x100 at 0.5": { "count": 9, "is_lower_better": false }, "IoU veh - 224x480 - Vis filter. - 100x100 at 0.5": { "count": 8, "is_lower_better": false }, "IoU veh - 448x800 - No vis filter - 100x100 at 0.5": { "count": 6, "is_lower_better": false }, "IoU veh - 448x800 - Vis filter. - 100x100 at 0.5": { "count": 6, "is_lower_better": false }, "IoU lane - 224x480 - 100x100 at 0.5": { "count": 5, "is_lower_better": false }, "IoU veh - 224x480 - No vis filter - 100x50 at 0.25": { "count": 2, "is_lower_better": false }, "IoU vehicle - Setting 3": { "count": 1, "is_lower_better": false }, "IoU vehicle - 224x480 - Long": { "count": 7, "is_lower_better": false }, "IoU vehicle - 224x480 - Short": { "count": 7, "is_lower_better": false }, "bicycle": { "count": 10, "is_lower_better": false }, "bus": { "count": 10, "is_lower_better": false }, "car": { "count": 10, "is_lower_better": false }, "motorcycle": { "count": 10, "is_lower_better": false }, "pedestrian": { "count": 10, "is_lower_better": false }, "rider": { "count": 10, "is_lower_better": false }, "road": { "count": 10, "is_lower_better": false }, "truck": { "count": 10, "is_lower_better": false }, "Expected Average Overlap (EAO)": { "count": 33, "is_lower_better": false }, "O (Average of Measures)": { "count": 6, "is_lower_better": false }, "Tracking quality": { "count": 11, "is_lower_better": false }, "Average Overlap": { "count": 42, "is_lower_better": false }, "Success Rate 0.5": { "count": 34, "is_lower_better": false }, "Success Rate 0.75": { "count": 27, "is_lower_better": false }, "1 Image, 2*2 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "1 Image, 4*4 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "1 Image, 8*8 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "10 Images, 1*1 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "10 Images, 2*2 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "10 Images, 8*8 Stitching, Exact Accuracy": { "count": 12, "is_lower_better": false }, "128k": { "count": 5, "is_lower_better": false }, "16k": { "count": 20, "is_lower_better": false }, "1k": { "count": 10, "is_lower_better": false }, "2k": { "count": 20, "is_lower_better": false }, "32k": { "count": 7, "is_lower_better": false }, "4k": { "count": 20, "is_lower_better": false }, "64k": { "count": 7, "is_lower_better": false }, "6k": { "count": 10, "is_lower_better": false }, "8k": { "count": 20, "is_lower_better": false }, "Global Average Precision": { "count": 1, "is_lower_better": false }, "PERR": { "count": 1, "is_lower_better": false }, "Delay (seconds)": { "count": 2, "is_lower_better": false }, "Inductive Setting hIoU": { "count": 24, "is_lower_better": false }, "Transductive Setting hIoU": { "count": 28, "is_lower_better": false }, "unseen mIoU": { "count": 1, "is_lower_better": false }, "Rank 1": { "count": 12, "is_lower_better": false }, "Rank 10": { "count": 12, "is_lower_better": false }, "Rank 5": { "count": 6, "is_lower_better": false }, "Compilation Rate": { "count": 7, "is_lower_better": false }, "Accuracy (token-level)": { "count": 2, "is_lower_better": false }, "EM (line-level)": { "count": 6, "is_lower_better": false }, "Edit Sim (line-level)": { "count": 6, "is_lower_better": false }, "API": { "count": 15, "is_lower_better": false }, "Algorithmic": { "count": 15, "is_lower_better": false }, "Control": { "count": 15, "is_lower_better": false }, "Dense Captioning": { "count": 6, "is_lower_better": false }, "Reasoning": { "count": 6, "is_lower_better": false }, "Spatial Understanding": { "count": 6, "is_lower_better": false }, "Average Rotational Error er[%]": { "count": 7, "is_lower_better": true }, "Average Translational Error et[%]": { "count": 7, "is_lower_better": true }, "Absolute Trajectory Error [m]": { "count": 6, "is_lower_better": true }, "Concept Preservation (CP)": { "count": 7, "is_lower_better": false }, "Overall (CP * PF)": { "count": 7, "is_lower_better": false }, "Prompt Following (PF)": { "count": 7, "is_lower_better": false }, "Zero detection rate": { "count": 1, "is_lower_better": false }, "Frechet ChemNet Distance (FCD)": { "count": 16, "is_lower_better": false }, "Parameter Count": { "count": 16, "is_lower_better": false }, "Objaverse (Average)": { "count": 7, "is_lower_better": false }, "Objaverse (C)": { "count": 5, "is_lower_better": false }, "Objaverse (I)": { "count": 5, "is_lower_better": false }, "ModelNet40 (Average)": { "count": 6, "is_lower_better": false }, "ModelNet40 (C)": { "count": 3, "is_lower_better": false }, "ModelNet40 (I)": { "count": 3, "is_lower_better": false }, "Average Dice (0.5*Dice_a + 0.5*Dice_v)": { "count": 5, "is_lower_better": false }, "sensitivity": { "count": 7, "is_lower_better": false }, " Sentence-BERT": { "count": 6, "is_lower_better": false }, "Correctness": { "count": 4, "is_lower_better": false }, "GPT-4": { "count": 6, "is_lower_better": false }, "Hallucination": { "count": 4, "is_lower_better": false }, "SimCSE": { "count": 6, "is_lower_better": false }, "AR-large": { "count": 2, "is_lower_better": false }, "AR-medium": { "count": 2, 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"AP75-R-Val": { "count": 1, "is_lower_better": false }, "6-DoF": { "count": 5, "is_lower_better": false }, "pos-level0": { "count": 5, "is_lower_better": false }, "pos-level1": { "count": 5, "is_lower_better": false }, "rot-level0": { "count": 5, "is_lower_better": false }, "rot-level1": { "count": 5, "is_lower_better": false }, "rot-level2": { "count": 5, "is_lower_better": false }, "Accurcay ": { "count": 3, "is_lower_better": false }, "SEG (~Mean IoU)": { "count": 11, "is_lower_better": false }, "LIVECell Extrapolation (A172)": { "count": 2, "is_lower_better": false }, "LIVECell Extrapolation (A549)": { "count": 2, "is_lower_better": false }, "LIVECell Transferability": { "count": 2, "is_lower_better": false }, "mask AFNR": { "count": 2, "is_lower_better": false }, "Avg. 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