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Multimodal Reasoning on MMMU (FEI, AEI)

55.06FEI Score

VRPRM-MiMo w/o RL & w/o CoT

Updated 12d ago

Evaluation Results

Method	Links
VRPRM-MiMo w/o RL & w/o CoT 2025.08		55.06	45.35
VRPRM-MiMo w/o CoT 2025.08		54.31	65.52
VRPRM-MiMo 2025.08		53.18	66.95
VRPRM-Qwen3 2025.08		52.81	65.78
VRPRM 2025.08		52.06	63.16
MiMo-VL-7B 2025.08		50.94	58.45
VRPRM-Qwen3 w/o RL & w/o CoT 2025.08		50.56	49.15
VRPRM-MiMo w/o RL 2025.08		50.26	57.63
Qwen3-VL-4B-Thinking 2025.08		49.81	58.07
VRPRM w/o RL & w/o CoT 2025.08		49.06	50.69
VRPRM w/o RL 2025.08		47.57	55.94
Qwen2.5-VL-72B 2025.08		46.44	51.31
VRPRM w/o CoT 2025.08		46.44	52.66
VRPRM-Qwen3 w/o CoT 2025.08		46.44	62.34
VRPRM-Qwen3 w/o RL 2025.08		46.44	54.37
Qwen2.5-VL-7B 2025.08		44.57	46.88
Gemini-2.0-Flash 2025.08		43.07	43.04
InternVL2.5-8B 2025.08		41.63	49.59
GPT-4o-mini 2025.08		40.45	35.27
VisualPRM-8B 2025.08		30.71	59.01