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Multimodal Reasoning on MathVerse VO

48.71FEI Score

MiMo-VL-7B

Updated 2mo ago

Evaluation Results

Method	Links
MiMo-VL-7B 2025.08		48.71	66.15
VRPRM-MiMo w/o RL 2025.08		48.46	61.87
VRPRM-MiMo 2025.08		47.95	71.93
Qwen2.5-VL-7B 2025.08		46.69	42.75
VRPRM-MiMo w/o RL & w/o CoT 2025.08		46.69	46.55
VRPRM-Qwen3 w/o RL 2025.08		46.49	57.46
VRPRM-Qwen3 w/o RL & w/o CoT 2025.08		46.39	53.72
Qwen3-VL-4B-Thinking 2025.08		46.2	63.86
VRPRM-MiMo w/o CoT 2025.08		45.42	71.05
VRPRM-Qwen3 2025.08		44.93	70.19
VRPRM w/o RL 2025.08		43.96	62.43
InternVL2.5-8B 2025.08		42.96	43.62
Qwen2.5-VL-72B 2025.08		42.5	45.92
VRPRM w/o RL & w/o CoT 2025.08		41.72	51.7
VRPRM 2025.08		40.94	63.8
VRPRM-Qwen3 w/o CoT 2025.08		38.99	67.23
Gemini-2.0-Flash 2025.08		36.16	40.89
VRPRM w/o CoT 2025.08		34.8	54.72
GPT-4o-mini 2025.08		28.36	34.44
VisualPRM-8B 2025.08		24.56	60.93