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ResearchFormerly WizWand

Step-wise Verification on DynaMath

66.7Macro F1Gemini-2.0-Flash
43.8249.7655.761.64Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Gemini-2.0-FlashModel Type=Proprietary2025.1166.7
TIM-PRMModel Type=Open-source, Number of Parameters=8B2025.1165.9
TIM-PRMModel Type=Open-source, Number of Parameters=2B2025.1164.3
Qwen2.5-VLModel Type=Open-source, Number of Parameters=72B2025.1162.9
Qwen3-VLModel Type=Open-source, Number of Parameters=8B2025.1161.4
GPT-4oModel Type=Proprietary2025.1159
MM-PRMModel Type=Open-source, Number of Parameters=8B2025.1158.1
VisualPRMModel Type=Open-source, Number of Parameters=8B2025.1157.5
LLaVA-OVModel Type=Open-source, Number of Parameters=72B2025.1157
GPT-4o-MiniModel Type=Proprietary2025.1156.7
InternVL2.5Model Type=Open-source, Number of Parameters=38B2025.1151.8
Qwen2.5-VLModel Type=Open-source, Number of Parameters=7B2025.1151.3
InternVL2.5Model Type=Open-source, Number of Parameters=78B2025.1150.8
InternVL2.5Model Type=Open-source, Number of Parameters=26B2025.1150.4
InternVL2.5Model Type=Open-source, Number of Parameters=8B2025.1150.3
Qwen3-VLModel Type=Open-source, Number of Parameters=2B2025.1148.7
MiniCPM-V2.6Model Type=Open-source, Number of Parameters=8B2025.1146.7
LLaVA-OVModel Type=Open-source, Number of Parameters=7B2025.1144.7