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Perception-intensive Reasoning on MME-RealWorld-Lite

55.13Score

Starve to Perceive

Updated 15d ago

Evaluation Results

Method	Links
Starve to Perceive 2026.05		55.13
Qwen2.5-VL + BA-SFT + VanillaRL 2026.05		53.78
DeepEyes 2026.05		50.81
ChainOfFocus 2026.05		48.98
Starve to Perceive 2026.05		47.37
PixelReasoner 2026.05		47.21
Qwen2.5-VL + BA-SFT 2026.05		46.95
Qwen2.5-VL + BA-SFT + VanillaRL 2026.05		46.69
GPT-4o 2026.05		46.4
LLaVA-OneVision 2026.05		43.7
Qwen2.5-VL 2026.05		43
DeepEyes 2026.05		40.85
Qwen2.5-VL + BA-SFT 2026.05		39.55
ChainOfFocus 2026.05		37.83
Mini-o3 2026.05		32.15
PixelReasoner 2026.05		29.6
Qwen2.5-VL 2026.05		27.41
Mini-o3 2026.05		27.36