Math Reasoning on MathVista GPS (test)
75.96AccuracyVeriGeo-beam5
Evaluation Results
| Method | Links | |
|---|---|---|
| VeriGeo-beam5Params=7B, Data Scale=8.7k, Inference=beam52026.06 | 75.96 | |
| VeriGeo-greedyParams=7B, Data Scale=8.7k, Inference=greedy2026.06 | 75 | |
| GeoGen-SFT-7BParams=7B, Data Scale=224K2026.06 | 74 | |
| MathCoder-VL-8BParams=8B, Data Scale=8.6M + 3M2026.06 | 73.6 | |
| TR-CoT-8BParams=8B, Data Scale=87K2026.06 | 73.1 | |
| InternVL2-76BParams=76B, Data Scale=-2026.06 | 67.8 | |
| InternVL2.5-8BParams=8B, Data Scale=-2026.06 | 67.8 | |
| MultiMath-7BParams=7B, Data Scale=300K2026.06 | 66.8 | |
| MathCoder-VL-2BParams=2B, Data Scale=8.6M + 3M2026.06 | 66.4 | |
| GPT-4oParams=Closed, Data Scale=-2026.06 | 64.7 | |
| GeoGen-SFT-3BParams=3B, Data Scale=224K2026.06 | 64.5 | |
| MathGLM-Vision-9BParams=9B, Data Scale=MathVL + VQA2026.06 | 64.42 | |
| Claude-3.5-SonnetParams=Closed, Data Scale=-2026.06 | 64.4 | |
| MAVIS-7BParams=7B, Data Scale=834K2026.06 | 64.1 | |
| InternVL2-8BParams=8B, Data Scale=-2026.06 | 62 | |
| Gemini-1.5-ProParams=Closed, Data Scale=-2026.06 | 58.9 | |
| GPT-4-TurboParams=Closed, Data Scale=-2026.06 | 58.3 | |
| Math-LLaVA-13BParams=13B, Data Scale=360K2026.06 | 57.7 | |
| G-LLaVA-13BParams=13B, Data Scale=170K2026.06 | 56.7 | |
| Gemini UltraParams=Closed, Data Scale=-2026.06 | 56.3 | |
| InternVL2-26BParams=26B, Data Scale=-2026.06 | 54.3 | |
| G-LLaVA-7BParams=7B, Data Scale=170K2026.06 | 53.4 | |
| Qwen2.5-VL-7B-InstructParams=7B, Data Scale=-2026.06 | 53.37 | |
| Claude-3-OpusParams=Closed, Data Scale=-2026.06 | 52.9 | |
| GPT-4VParams=Closed, Data Scale=-2026.06 | 50.5 | |
| Math-PUMA-Qwen2Params=7B/8B, Data Scale=-2026.06 | 48.1 | |
| Qwen-VL-MaxParams=Closed, Data Scale=-2026.06 | 46.1 | |
| Qwen2-VL-7B/8BParams=7B/8B, Data Scale=-2026.06 | 40.9 | |
| Qwen-VL-PlusParams=Closed, Data Scale=-2026.06 | 35.5 | |
| DeepSeek-VL-7BParams=7B, Data Scale=-2026.06 | 28.4 | |
| LLaVA-1.5-13BParams=13B, Data Scale=-2026.06 | 22.7 |