Mathematical Reasoning on MathVista mini (test)
80.2Accuracy
Qwen2.5-VL-32B + AT-RL (Ours)
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| 80.2 | - | - | - | - | - | ||
2026.03 | 79.5 | - | - | - | 74.2 | 84.7 | |
2026.02 | 78.3 | - | - | - | - | - | |
2026.02 | 77.8 | - | - | - | - | - | |
2026.02 | 75.7 | - | - | - | - | - | |
2026.03 | 74.1 | - | - | - | 65.3 | 81.7 | |
2026.02 | 73.4 | - | - | - | - | - | |
2026.03 | 73.3 | - | - | - | 65.7 | 80.1 | |
2026.01 | 70.8 | - | - | - | - | - | |
2026.02 | 70.7 | - | - | - | - | - | |
2026.03 | 70.7 | - | - | - | 69.3 | 74.7 | |
2026.01 | 70.3 | - | - | - | - | - | |
2026.03 | 69.8 | - | - | - | 68.4 | 73.7 | |
2026.01 | 69.2 | - | - | - | - | - | |
2026.03 | 68.9 | - | - | - | - | - | |
2026.01 | 68.6 | - | - | - | - | - | |
| 68.2 | - | - | - | - | - | ||
2026.02 | 67.7 | - | - | - | - | - | |
2024.08 | 67.5 | - | - | - | - | - | |
2024.10 | 66.1 | - | - | - | - | - | |
2026.03 | 64.7 | - | - | - | 62.3 | 66.8 | |
2026.03 | 64.1 | - | - | - | 61.7 | 66.2 | |
2024.10 | 63.9 | - | - | - | - | - | |
2024.08 | 63.8 | - | - | - | - | - | |
2024.10 | 63.8 | - | - | - | - | - | |
2024.08 | 63.2 | - | - | - | - | - | |
2026.01 | 62.6 | - | - | - | - | - | |
| 62.2 | - | - | - | - | - | ||
2026.01 | 62 | - | - | - | - | - | |
2026.02 | 60 | - | - | - | - | - | |
2024.10 | 58.4 | - | - | - | - | - | |
2024.10 | 58 | - | - | - | - | - | |
2024.10 | 54.7 | - | - | - | - | - | |
2024.05 | 52.1 | - | - | - | - | - | |
2024.05 | 51.6 | - | - | - | - | - | |
2024.10 | 51.5 | - | - | - | - | - | |
2024.05 | 51.4 | - | - | - | - | - | |
2025.05 | 51.1 | - | - | - | - | - | |
2024.03 | 49.9 | - | - | - | - | - | |
2024.08 | 49.9 | - | - | - | - | - | |
2025.05 | 47.9 | - | - | - | - | - | |
2024.05 | 47.9 | - | - | - | - | - | |
2025.05 | 47.8 | - | - | - | - | - | |
2024.03 | 46.5 | - | - | - | - | - | |
2024.05 | 46.5 | - | - | - | - | - | |
2024.05 | 46.4 | - | - | - | - | - | |
2024.03 | 45.2 | - | - | - | - | - | |
2024.05 | 45.2 | - | - | - | - | - | |
2024.03 | 43.3 | - | - | - | - | - | |
2024.03 | 43.3 | - | - | - | - | - | |
2024.05 | 43.3 | - | - | - | - | - | |
2024.03 | 43.1 | - | - | - | - | - | |
2024.03 | 41.8 | - | - | - | - | - | |
2024.05 | 39.4 | - | - | - | - | - | |
2024.03 | 38.9 | - | - | - | - | - | |
2024.03 | 37 | - | - | - | - | - | |
2024.03 | 37 | - | - | - | - | - | |
2024.05 | 36.1 | - | - | - | - | - | |
2024.05 | 35.9 | - | - | - | - | - | |
2024.03 | 35.3 | - | - | - | - | - | |
2024.05 | 35.3 | - | - | - | - | - | |
2024.08 | 34.8 | - | - | - | - | - | |
2024.03 | 34.6 | - | - | - | - | - | |
2024.03 | 34.5 | - | - | - | - | - | |
2024.03 | 32.2 | - | - | - | - | - | |
2024.03 | 31.4 | - | - | - | - | - | |
2024.06 | 30.6 | - | - | - | - | - | |
2024.06 | 30.2 | - | - | - | - | - | |
2024.06 | 30.2 | - | - | - | - | - | |
2024.03 | 29.4 | - | - | - | - | - | |
2024.06 | 27.7 | - | - | - | - | - | |
2024.03 | 27.6 | - | - | - | - | - | |
2024.06 | 27.6 | - | - | - | - | - | |
2024.06 | 27.5 | - | - | - | - | - | |
2024.03 | 25.3 | - | - | - | - | - | |
2026.02 | - | 52.6 | 61.6 | 50.8 | - | - | |
2026.02 | - | 55.2 | 57.9 | 55.5 | - | - | |
2026.02 | - | 48.8 | 68.8 | 37.5 | - | - | |
2026.02 | - | 53.3 | 68.1 | 42.1 | - | - | |
2026.02 | - | 60.4 | 65.1 | 61.6 | - | - | |
2026.02 | - | 60.6 | 65.9 | 61.3 | - | - | |
2026.02 | - | 50.1 | 50.4 | 50.3 | - | - | |
2026.02 | - | 50.4 | 49.6 | 51.1 | - | - | |
2026.02 | - | 35.8 | 38.6 | 36 | - | - | |
2026.02 | - | 36.5 | 38.1 | 36.2 | - | - |