Mathematical Reasoning on MMStar Math (Accuracy)
77.2AccuracyVIRC-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| VIRC-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 77.2 | |
| Claude 3.5 Sonnet#Params=-, Model Category=Closed-Source Model2025.12 | 76 | |
| MM-Eureka#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 75.6 | |
| Pixel Reasoner#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 72.8 | |
| DeepEyes#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 72.8 | |
| MathVis-Fine2026.06 | 71 | |
| VIRC-3B#Params=3B, Model Category=Open-Source Reasoning Model2025.12 | 70.4 | |
| InternVL2.5-8B-MPO#Params=8B, Model Category=Open-Source General Model2025.12 | 70 | |
| MINT-CoT-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 69.6 | |
| MINT-CoT-7B2026.06 | 69.6 | |
| GPT-4o#Params=-, Model Category=Closed-Source Model2025.12 | 69.2 | |
| R1-VL-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 68.4 | |
| R1-VL-7B2026.06 | 68.4 | |
| Mini-o3#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 68 | |
| Qwen2.5-VL-7B-Instruct#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 66.8 | |
| Qwen2.5-VL-7B2026.06 | 66.8 | |
| InternVL2-8B2026.06 | 66.8 | |
| Mulberry-7B2026.06 | 66.8 | |
| Hint-GRPO-Qwen2-VL-7B#Params=7B, Model Category=Open-Source Reasoning Model2025.12 | 59.2 | |
| Qwen2.5-VL-3B-Instruct#Params=3B, Model Category=Open-Source Reasoning Model2025.12 | 59.2 | |
| Open-R1-MM2026.06 | 59.2 | |
| LLaVA-OV-Qwen2-7b-ov#Params=7B, Model Category=Open-Source General Model2025.12 | 57.6 | |
| InternVL2.5-8B#Params=8B, Model Category=Open-Source General Model2025.12 | 57.6 | |
| DeepSeek-VL2#Params=4.5B, Model Category=Open-Source General Model2025.12 | 54.8 | |
| Hint-GRPO-Qwen2.5-VL-3B#Params=3B, Model Category=Open-Source Reasoning Model2025.12 | 54.4 | |
| Qwen3-VL-8B-Instruct#Params=8B, Model Category=Open-Source General Model, tool=true2025.12 | 46 |