MM-Verifier + MM-Reasoner
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.02 | 65.3 | 60.1 | 73.1 | 68.8 | 67.7 | 55.9 | |
2025.02 | 63.8 | 64.7 | - | - | - | - | |
2025.02 | 60.3 | 48.4 | 73 | 59.7 | 63.2 | 55.9 | |
2024.05 | 56.5 | - | - | - | - | - | |
2025.07 | 55.7 | - | - | - | - | - | |
2025.07 | 55.3 | - | - | - | - | - | |
2025.07 | 53.4 | - | - | - | - | - | |
2024.05 | 53.3 | - | - | - | - | - | |
2024.05 | 53 | - | - | - | - | - | |
2025.02 | 52.5 | 44.7 | 59.7 | 55.4 | 52.5 | 49.7 | |
2024.05 | 52.1 | - | - | - | - | - | |
2025.02 | 51.1 | 66.8 | 54.8 | 39.4 | 57.6 | 40.8 | |
2024.05 | 50.5 | - | - | - | - | - | |
2024.05 | 49.9 | - | - | - | - | - | |
2025.07 | 49.2 | - | - | - | - | - | |
2025.07 | 48.8 | - | - | - | - | - | |
2024.05 | 47.9 | - | - | - | - | - | |
2025.07 | 47.8 | - | - | - | - | - | |
2025.02 | 46.6 | 57.7 | 56.5 | 37.2 | 51.3 | 33.5 | |
2025.02 | 46.5 | 38 | 51.6 | 50.9 | 51.9 | 39.7 | |
2024.05 | 46.4 | - | - | - | - | - | |
2024.05 | 45.2 | - | - | - | - | - | |
2025.02 | 43.3 | 35.5 | 31.2 | 54.6 | 48.1 | 51.4 | |
2024.05 | 40 | - | - | - | - | - | |
2024.05 | 37 | - | - | - | - | - | |
2024.05 | 36.8 | - | - | - | - | - | |
2025.02 | 36.7 | 16.4 | 23.1 | 54.6 | 41.8 | 43 | |
2024.05 | 36.5 | - | - | - | - | - | |
2024.05 | 35.9 | - | - | - | - | - | |
2024.05 | 35.5 | - | - | - | - | - | |
2024.05 | 35.3 | - | - | - | - | - | |
2025.02 | 34.9 | 28.4 | 15.2 | 26.8 | 32.9 | 34.6 | |
2023.11 | 34.5 | - | - | - | - | - | |
2023.11 | 33.8 | - | - | - | - | - | |
2024.05 | 33.5 | - | - | - | - | - | |
2024.05 | 32.9 | - | - | - | - | - | |
2024.05 | 32.7 | - | - | - | - | - | |
2024.05 | 29.6 | - | - | - | - | - | |
2024.05 | 28.6 | - | - | - | - | - | |
2024.05 | 28.2 | - | - | - | - | - | |
2023.11 | 27.8 | - | - | - | - | - | |
2025.02 | 27.7 | 22.7 | 18.9 | 23.8 | 43 | 30.2 | |
2024.05 | 27.6 | - | - | - | - | - | |
2023.11 | 26.1 | - | - | - | - | - | |
2024.05 | 25.5 | - | - | - | - | - | |
2023.11 | 25.3 | - | - | - | - | - | |
2023.11 | 25.3 | - | - | - | - | - | |
2025.02 | 25.1 | 48.7 | 3.6 | 19.1 | 25 | 28.7 | |
2023.11 | 23.6 | - | - | - | - | - | |
2023.11 | 23.1 | - | - | - | - | - | |
2025.02 | 23.1 | 26 | 13.4 | 18.6 | 30.4 | 30.2 | |
2024.05 | 22.2 | - | - | - | - | - | |
2025.02 | 22.2 | 23.6 | 10.2 | 22.7 | 27.2 | 27.9 | |
2023.11 | 18.6 | - | - | - | - | - | |
2025.02 | 17.9 | 21.6 | 3.8 | 18.2 | 19.6 | 26.3 |