Multimodal Mathematical Reasoning on FlowVerse Vision Dense
28.8CoT ErrorInfiMM-Math-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InfiMM-Math-7BModel Type=Open-source MLLMs2025.03 | 28.8 | 15.4 | |
| VLM-R1-7B†Model Type=Open-source MLLMs2025.03 | 36.2 | 24.5 | |
| Math-LLaVA-13BModel Type=Math-specialized MLLMs2025.03 | 36.2 | 18.6 | |
| InternVL2.5-8BModel Type=Open-source MLLMs2025.03 | 38.4 | 20.2 | |
| Qwen-VL-MaxModel Type=Closed-source MLLMs2025.03 | 38.6 | 15.2 | |
| Qwen2-VL-72BModel Type=Open-source MLLMs2025.03 | 40.8 | 25.3 | |
| GPT-4o-miniModel Type=Closed-source MLLMs2025.03 | 41.1 | 26 | |
| MultiMath-7BModel Type=Math-specialized MLLMs2025.03 | 41.7 | 22.1 | |
| SVE-Math-Qwen2.5-7BModel Type=Math-specialized MLLMs2025.03 | 44.2 | 28.6 | |
| Qwen2.5-VL-7BModel Type=Open-source MLLMs2025.03 | 45 | 31 | |
| Claude-3.5-SonnetModel Type=Closed-source MLLMs2025.03 | 45 | 25.4 | |
| GPT-4oModel Type=Closed-source MLLMs2025.03 | 45.2 | 30 | |
| GPT-4VModel Type=Closed-source MLLMs2025.03 | 48.1 | 30.3 | |
| InternVL2.5-78BModel Type=Open-source MLLMs2025.03 | 48.7 | 34.3 | |
| MathFlowModel Type=Open-source MLLMs, Backbone=Qwen2.5-VL-7B2025.03 | 49 | 39.1 | |
| Gemini-2.5-proModel Type=Closed-source MLLMs2025.03 | 52.1 | 37.1 | |
| GPT-5Model Type=Closed-source MLLMs2025.03 | 53.8 | 44.7 | |
| MathFlowModel Type=Closed-source MLLMs, Backbone=GPT-52025.03 | 58.2 | 54.1 |