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ResearchFormerly WizWand

Mathematical Reasoning on MMStar Math (Accuracy)

77.2AccuracyVIRC-7B
44.75253.17661.670.024Dec 16, 2025Jan 15, 2026Feb 14, 2026Mar 17, 2026Apr 16, 2026May 16, 2026Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VIRC-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.1277.2
Claude 3.5 Sonnet#Params=-, Model Category=Closed-Source Model2025.1276
MM-Eureka#Params=7B, Model Category=Open-Source Reasoning Model2025.1275.6
Pixel Reasoner#Params=7B, Model Category=Open-Source Reasoning Model2025.1272.8
DeepEyes#Params=7B, Model Category=Open-Source Reasoning Model2025.1272.8
MathVis-Fine2026.0671
VIRC-3B#Params=3B, Model Category=Open-Source Reasoning Model2025.1270.4
InternVL2.5-8B-MPO#Params=8B, Model Category=Open-Source General Model2025.1270
MINT-CoT-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.1269.6
MINT-CoT-7B2026.0669.6
GPT-4o#Params=-, Model Category=Closed-Source Model2025.1269.2
R1-VL-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.1268.4
R1-VL-7B2026.0668.4
Mini-o3#Params=7B, Model Category=Open-Source Reasoning Model2025.1268
Qwen2.5-VL-7B-Instruct#Params=7B, Model Category=Open-Source Reasoning Model2025.1266.8
Qwen2.5-VL-7B2026.0666.8
InternVL2-8B2026.0666.8
Mulberry-7B2026.0666.8
Hint-GRPO-Qwen2-VL-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.1259.2
Qwen2.5-VL-3B-Instruct#Params=3B, Model Category=Open-Source Reasoning Model2025.1259.2
Open-R1-MM2026.0659.2
LLaVA-OV-Qwen2-7b-ov#Params=7B, Model Category=Open-Source General Model2025.1257.6
InternVL2.5-8B#Params=8B, Model Category=Open-Source General Model2025.1257.6
DeepSeek-VL2#Params=4.5B, Model Category=Open-Source General Model2025.1254.8
Hint-GRPO-Qwen2.5-VL-3B#Params=3B, Model Category=Open-Source Reasoning Model2025.1254.4
Qwen3-VL-8B-Instruct#Params=8B, Model Category=Open-Source General Model, tool=true2025.1246