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Benchmarks
Multimodal Understanding on MMBench en cn
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62.6
MMBench English Score
VisNec
29.112
37.806
46.5
55.194
Mar 1, 2026
MMBench English Score
MMBench Chinese Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
MMBench English Score
MMBench Chinese Score
VisNec
Backbone=LLaVA-v1.5-7B...
2026.03
62.6
53.1
Full-Data(186K)
Backbone=LLaVA-v1.5-7B...
2026.03
53.4
48.2
CoIDO
Backbone=LLaVA-v1.5-7B...
2026.03
51.4
47.3
ICONS
Backbone=LLaVA-v1.5-7B...
2026.03
51.3
45.4
XMAS
Backbone=LLaVA-v1.5-7B...
2026.03
51.1
44
PreSel
Backbone=LLaVA-v1.5-7B...
2026.03
50.4
45.4
COINCIDE
Backbone=LLaVA-v1.5-7B...
2026.03
49.6
48.2
EL2N
Backbone=LLaVA-v1.5-7B...
2026.03
44.7
37.7
Random
Backbone=LLaVA-v1.5-7B...
2026.03
43.6
43.1
Self-Filter
Backbone=LLaVA-v1.5-7B...
2026.03
42.1
43.8
CLIP-Score
Backbone=LLaVA-v1.5-7B...
2026.03
37.5
44.2
TypiClust
Backbone=LLaVA-v1.5-7B...
2026.03
32.4
45.1
IFD
Backbone=LLaVA-v1.5-7B...
2026.03
30.4
40.8
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