LLaVA-MR
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2024.11 | 78.13 | 64.13 | 69.64 | 56.32 | - | - | 71.85 | |
2024.11 | 76.13 | 63.35 | 69.39 | 55.78 | - | - | - | |
2024.03 | 71.42 | 56.45 | - | - | - | 49.24 | - | |
2024.03 | 70 | 54.45 | - | - | - | 47.02 | - | |
2023.11 | 67.4 | 52.1 | 65.6 | 45.7 | 44.9 | - | - | |
2024.11 | 67.4 | 52.1 | 65.6 | 45.7 | - | - | - | |
2024.04 | 67.35 | 52.06 | 65.57 | 45.73 | 44.93 | - | - | |
2023.08 | 66.1 | 46.7 | - | - | - | - | - | |
2024.11 | 66.1 | 46.7 | - | - | - | - | - | |
2024.03 | 65.43 | 48.38 | - | - | - | 42.86 | - | |
2023.11 | 65.1 | 51.81 | 65.41 | 48.56 | 47.61 | - | - | |
2024.03 | 64.97 | 48.65 | - | - | - | 42.96 | - | |
2023.08 | 64.5 | 48.8 | - | - | - | - | - | |
2024.03 | 64.5 | 48.8 | - | - | - | - | - | |
2024.04 | 64.26 | 50.06 | 65.39 | 46.47 | 45.38 | - | - | |
2023.11 | 63.94 | 50.19 | 64.51 | 48.51 | 47.03 | - | - | |
2023.11 | 62.9 | 46.77 | 62.66 | 41.51 | 41.24 | - | - | |
2023.11 | 62.7 | 46.7 | 62.2 | 41.8 | 41.2 | - | - | |
2024.04 | 62.68 | 46.66 | 62.23 | 41.82 | 41.22 | - | - | |
2024.04 | 62.68 | 46.66 | 62.23 | 41.82 | 41.22 | - | - | |
2024.11 | 62.68 | 46.66 | 62.23 | 41.82 | - | - | - | |
2023.08 | 62.4 | 45 | - | - | - | - | - | |
2026.01 | 61.94 | 41.81 | 59.63 | - | 39.12 | - | - | |
2023.11 | 61.4 | 45.8 | 61.9 | 41.9 | 41.7 | - | - | |
2024.04 | 61.36 | 45.79 | 61.86 | 41.91 | 41.74 | - | - | |
2024.04 | 61.36 | 45.79 | 61.86 | 41.91 | 41.74 | - | - | |
2024.03 | 61.36 | 45.79 | 61.86 | 41.91 | 41.74 | - | - | |
2024.11 | 61.36 | 45.79 | 61.86 | 41.91 | - | - | - | |
2023.11 | 60.9 | 46.13 | 62.01 | 42.17 | 41.43 | - | - | |
2023.08 | 60.3 | 44.3 | - | - | - | - | - | |
2023.11 | 60.3 | 44.3 | - | - | 38.6 | - | - | |
2024.04 | 60.26 | 44.26 | - | - | 38.59 | - | - | |
2024.04 | 60.26 | 44.26 | - | - | 38.59 | - | - | |
2024.04 | 59.74 | - | - | - | 36.13 | - | - | |
2024.04 | 59.74 | - | - | - | 36.13 | - | - | |
2023.11 | 59.74 | 40.9 | 58.61 | 36.76 | 36.13 | - | - | |
2023.11 | 59.7 | 41.8 | - | - | 36.1 | - | - | |
2024.11 | 59.68 | 40.84 | - | - | - | - | - | |
2026.01 | 58.9 | 38.6 | 55.7 | - | 35.9 | - | - | |
2026.01 | 57.8 | 39.2 | 54.6 | - | 35.3 | - | - | |
2026.01 | 54.2 | 33.4 | 55.4 | - | 31.1 | - | - | |
2024.04 | 53.94 | 34.84 | - | - | 32.2 | - | - | |
2024.04 | 53.94 | 34.84 | - | - | 32.2 | - | - | |
2023.08 | 53.9 | 34.8 | - | - | - | - | - | |
2023.11 | 53.9 | 34.8 | - | - | 32.2 | - | - | |
2026.01 | 49 | 30.4 | 49.4 | - | 28.9 | - | - | |
2026.01 | 48.8 | 29.5 | 49.3 | - | 26.8 | - | - | |
2026.01 | 48.3 | 31 | 47.3 | - | 28 | - | - | |
2024.04 | 43.33 | 25.75 | 39.23 | 24.95 | 21.13 | - | - | |
2026.01 | 22.4 | - | 21.9 | - | 10.3 | - | - | |
2026.01 | 18.5 | 6.9 | 17.8 | - | 7.1 | - | - | |
2026.01 | 12.6 | 5.1 | 16.2 | - | 5.3 | - | - | |
2026.01 | 12.3 | 3.5 | 10.4 | - | 2.7 | - | - |