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method_name
stringlengths
11
21
organization
stringclasses
6 values
params
stringclasses
8 values
date
stringclasses
8 values
category
stringclasses
3 values
overall
float64
1.4
62.5
easy
float64
1.6
78.7
med
float64
1.3
61.9
hard
float64
0
38.5
geo
float64
0
65.2
tech
float64
2
59.2
hist
float64
1.5
62.1
fin
float64
0
72
sport
float64
0
78.4
art
float64
0
55.6
movie
float64
0
54.6
sci
float64
3.8
42.3
food
float64
0
88.9
Gemini-2.5-Flash-Lite
Google
-
2025.3
proprietary
8.6
9.8
8.1
7.7
5.8
8.2
14.9
4
10.8
8.3
6.1
3.9
11.1
Gemini-2.5-Pro
Google
-
2025.3
proprietary
30.8
41.8
26.9
21.8
23.2
28.6
32.8
20
32.4
41.7
42.4
26.9
33.3
Gemini-3-Flash
Google
-
2025.12
proprietary
51.7
67.2
46.9
37.2
50.7
57.1
44.8
48
59.5
55.6
54.6
38.5
61.1
Gemini-3-Pro
Google
-
2025.12
proprietary
62.5
78.7
61.9
38.5
65.2
59.2
62.1
72
78.4
52.8
48.5
42.3
88.9
Qwen-2.5-Omni
Alibaba
3B
2025.4
open_source
1.4
1.6
1.9
0
0
2
4.5
0
0
0
0
3.9
0
Qwen-2.5-Omni
Alibaba
7B
2025.4
open_source
3.6
8.2
1.3
1.3
1.5
4.1
7.5
4
0
2.8
0
7.7
5.6
Baichuan-Omni-1.5
Baichuan AI
8B
2025.3
open_source
2.8
4.9
2.5
0
2.9
4.1
3
4
2.7
0
3
3.8
0
MiniCPM-O-2.6
OpenBMB
8B
2025.1
open_source
3.1
3.3
2.5
3.8
2.9
2
1.5
0
2.7
8.3
3
3.8
5.6
Ming-Lite-Omni-1.5
Inclusion AI
20B
2025.5
open_source
3.9
4.9
3.8
2.6
2.9
6.1
1.5
4
5.4
2.8
6.1
7.7
5.6
Qwen-3-Omni
Alibaba
30B
2025.9
open_source
13.3
19.7
10.6
9
8.7
14.3
11.9
28
10.8
13.9
9.1
15.4
22.2
Ming-Flash-Omni
Inclusion AI
100B
2025.8
open_source
8.3
12.3
7.5
3.8
5.8
8.2
10.4
12
8.1
5.6
6.1
11.5
11.1
LongCat-Flash-Omni
Inclusion AI
560B
2025.9
open_source
11.1
16.4
9.4
6.4
8.7
10.2
16.4
12
10.8
8.3
6.1
11.5
16.7
OmniAtlas-Qwen-2.5
RUC-NLPIR
3B
2026.2
omniatlas
10.3
13.9
10
5.1
4.4
12.2
16.7
4
16.2
11.1
3
11.5
11.1
OmniAtlas-Qwen-2.5
RUC-NLPIR
7B
2026.2
omniatlas
13.3
22.1
11.3
3.9
8.7
18.4
16.4
4
16.2
22.2
3
7.7
22.2
OmniAtlas-Qwen-3
RUC-NLPIR
30B
2026.2
omniatlas
20.8
31.1
18.8
9
10.1
30.6
29.9
32
18.9
16.7
12.1
11.5
27.8
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