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Fine-grained Visual Reasoning on MME-RW

70.2ScoreQwen3.5
63.23265.04166.8568.659Jun 24, 2026

Evaluation results

MethodLinks
Qwen3.5Model Category=General Large Vision-Language Models, Model Size=9B, Independent Testing Condition=true2026.0670.2
V-Zero-4BModel Category=Visually Grounded Reasoning Models, Model Size=4B2026.0669.8
ZwZModel Category=Visually Grounded Reasoning Models, Model Size=8B, Independent Testing Condition=true2026.0669.6
Qwen3.5Model Category=General Large Vision-Language Models, Model Size=4B, Independent Testing Condition=true2026.0669.2
ZwZModel Category=Visually Grounded Reasoning Models, Model Size=4B, Independent Testing Condition=true2026.0668.5
DeepEyesV2Model Category=Visually Grounded Reasoning Models, Model Size=7B2026.0664.9
ThymeModel Category=Visually Grounded Reasoning Models, Model Size=7B2026.0664.8
Pixel-ReasonerModel Category=Visually Grounded Reasoning Models, Model Size=7B2026.0664.4
DeepEyesModel Category=Visually Grounded Reasoning Models, Model Size=7B2026.0664.1
Qwen3-VLModel Category=General Large Vision-Language Models, Model Size=4B, Independent Testing Condition=true2026.0663.5