Visual Question Answering on RealworldQA
80.2Accuracy
L2-VMAS
Updated 4d ago
Evaluation Results
| Method | Links | ||
|---|---|---|---|
2026.01 | 80.2 | 3,976 | |
2026.01 | 77.6 | 2,101 | |
2026.01 | 76.2 | 2,135 | |
2026.01 | 76.2 | 7,026 | |
2026.01 | 74.8 | 2,534 | |
2026.01 | 74.7 | 2,769 | |
2026.01 | 72.9 | 730 | |
2026.01 | 72.8 | 2,891 | |
2026.01 | 72.7 | 3,360 | |
2026.01 | 71 | 402 | |
2026.01 | 70.3 | 4,314 | |
2026.02 | 69.7 | - | |
2026.02 | 69.67 | - | |
2026.01 | 69 | 708 | |
2025.04 | 68.8 | - | |
2026.01 | 68.3 | 445 | |
2024.07 | 68.1 | - | |
2024.07 | 68 | - | |
2024.07 | 67.8 | - | |
2025.04 | 67.7 | - | |
2026.01 | 67.4 | 523 | |
2025.12 | 67.3 | - | |
2026.01 | 67.2 | 7,446 | |
2026.01 | 64.84 | - | |
2025.04 | 64.4 | - | |
2024.12 | 64.2 | - | |
2024.12 | 64.2 | - | |
2025.12 | 63.9 | - | |
2026.01 | 63.79 | - | |
2026.01 | 63.53 | - | |
2025.04 | 63.5 | - | |
2025.12 | 62.9 | - | |
2024.06 | 62.4 | - | |
2026.02 | 62.22 | - | |
2025.12 | 62.2 | - | |
2026.02 | 62.2 | - | |
2024.12 | 62.1 | - | |
2025.12 | 61.7 | - | |
2024.06 | 61.6 | - | |
2025.04 | 61 | - | |
2024.12 | 60.4 | - | |
2025.12 | 60.1 | - | |
2024.06 | 60 | - | |
2024.06 | 60 | - | |
2025.12 | 59.9 | - | |
2024.12 | 59.6 | - | |
2025.12 | 59.35 | - | |
2026.02 | 59.22 | - | |
2026.02 | 59.22 | - | |
2026.02 | 59.2 | - | |
2025.04 | 58.6 | - | |
2025.12 | 58.3 | - | |
2025.04 | 58.2 | - | |
2025.12 | 58.17 | - | |
2026.02 | 57.91 | - | |
2024.06 | 57.8 | - | |
2025.12 | 57.78 | - | |
2025.04 | 57.4 | - | |
2025.12 | 57.4 | - | |
2026.02 | 57.39 | - | |
2025.12 | 57.3 | - | |
2025.12 | 57.3 | - | |
2025.12 | 57 | - | |
2026.02 | 56.99 | - | |
2025.12 | 56.9 | - | |
2025.12 | 56.47 | - | |
2025.12 | 56.21 | - | |
2025.04 | 56 | - | |
2025.12 | 55.6 | - | |
2025.12 | 55.6 | - | |
2025.12 | 55.05 | - | |
2025.12 | 54.25 | - | |
2025.12 | 53.86 | - | |
2026.01 | 53.73 | - | |
2025.12 | 53.73 | - | |
2024.12 | 53.5 | - | |
2025.12 | 53.5 | - | |
2024.12 | 53.3 | - | |
2026.02 | 52.94 | - | |
2026.02 | 52.9 | - | |
2025.12 | 52.8 | - | |
2026.02 | 51.37 | - | |
2025.12 | 51 | - | |
2026.02 | 50.98 | - | |
2025.12 | 49.41 | - | |
2025.12 | 48.76 | - | |
2025.04 | 48.4 | - | |
2026.02 | 47.32 | - | |
2026.02 | 47.19 | - | |
2026.01 | 46.8 | - | |
2026.02 | 46.41 | - | |
2026.02 | 46.27 | - | |
2026.02 | 45.88 | - | |
2024.07 | 45.8 | - | |
2025.12 | 44.18 | - | |
2026.02 | 33.59 | - | |
2026.02 | 25.62 | - | |
2026.02 | 0 | - |