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Multimodal mathematical reasoning on MathVerse (vision)

76.39Pass@1 AccuracyMiMo-VL-7B-RL-2508
67.019669.452371.88574.3177Feb 18, 2026

Evaluation results

MethodLinks
MiMo-VL-7B-RL-2508Series=MiMo-VL-7B2026.0276.39
MiMo-VL-7B-DeepVisionSeries=MiMo-VL-7B, Training Algorithm=GSPO2026.0276.26
MiMo-VL-7B-OpenMMReasonerSeries=MiMo-VL-7B2026.0274.87
MiMo-VL-7B-MathBookSeries=MiMo-VL-7B2026.0273.6
MiMo-VL-7B-MM-EurekaSeries=MiMo-VL-7B2026.0273.35
Qwen3-VL-8B-ThinkingSeries=Qwen3-VL-8B2026.0272.84
MiMo-VL-7B-SFT-2508Series=MiMo-VL-7B2026.0272.71
Qwen3-VL-8B-DeepVisionSeries=Qwen3-VL-8B, Training Algorithm=GSPO2026.0272.46
GPT-5-Nano-HighModel Category=Closed-source Models2026.0270.3
Gemini-2.5-Flash-LiteModel Category=Closed-source Models2026.0270.3
Qwen3-VL-8B-InstructSeries=Qwen3-VL-8B2026.0267.38