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Fine-grained Visual Reasoning on MMStar

77.5ScoreQwen3.5
69.38871.49473.675.706Jun 24, 2026

Evaluation results

MethodLinks
Qwen3.5Model Category=General Large Vision-Language Models, Model Size=9B, Independent Testing Condition=true2026.0677.5
V-Zero-4BModel Category=Visually Grounded Reasoning Models, Model Size=4B2026.0674.4
ZwZModel Category=Visually Grounded Reasoning Models, Model Size=8B, Independent Testing Condition=true2026.0673.1
Qwen3.5Model Category=General Large Vision-Language Models, Model Size=4B, Independent Testing Condition=true2026.0671.8
ZwZModel Category=Visually Grounded Reasoning Models, Model Size=4B, Independent Testing Condition=true2026.0671.1
Qwen3-VLModel Category=General Large Vision-Language Models, Model Size=4B, Independent Testing Condition=true2026.0669.7