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General Reasoning & Understanding on MMStar (Accuracy)
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66.8
Accuracy (MMStar General Reasoning)
V-STAR
55.568
58.484
61.4
64.316
Apr 11, 2026
Apr 16, 2026
Apr 21, 2026
Apr 26, 2026
May 1, 2026
May 6, 2026
May 12, 2026
Accuracy (MMStar General Reasoning)
Updated 20d ago
Evaluation Results
Method
Method
Links
Accuracy (MMStar General Reasoning)
V-STAR
Data Size=40k
2026.04
66.8
VL-Cogito
Data Size=80k
2026.04
65.3
ThinkLite-VL
Data Size=11k
2026.04
65
Qwen3-VL-8B
Mode=base
2026.05
64.6
S^3-FT
Backbone=Qwen3-VL-8B,...
2026.05
64.1
S^3-FT
Backbone=Qwen3-VL-8B,...
2026.05
63.7
VL-Rethinker
Data Size=39k
2026.04
63
Qwen2.5VL
2026.04
61.7
S^3-FT
Backbone=Qwen2.5-VL-7B...
2026.05
61.2
OpenVLThinker
Data Size=59.2k
2026.04
60.7
S^3-FT
Backbone=Qwen2.5-VL-7B...
2026.05
60.6
Qwen2.5-VL-7B
Mode=base
2026.05
59.7
R1-Onevision
Data Size=155k
2026.04
56.2
Vision-R1
Data Size=210k
2026.04
56
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