Visual Question Answering on ScienceQA (test)
98.2Accuracy
IVC-Prune
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.02 | 98.2 | - | - | - | - | - | - | - | - | 100 | - | |
2026.02 | 98.1 | - | - | - | - | - | - | - | - | 100 | - | |
2026.02 | 97.9 | - | - | - | - | - | - | - | - | 99.1 | - | |
2026.02 | 97.4 | - | - | - | - | - | - | - | - | 98.6 | - | |
2026.02 | 96.9 | - | - | - | - | - | - | - | - | 100 | - | |
2026.02 | 96.8 | - | - | - | - | - | - | - | - | 100 | - | |
2026.02 | 96.8 | - | - | - | - | - | - | - | - | 100.1 | - | |
2026.02 | 96.3 | - | - | - | - | - | - | - | - | 98.8 | - | |
2023.12 | 94.7 | - | - | - | - | - | - | - | - | - | - | |
2023.12 | 92.7 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 91.2 | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 89.81 | - | - | - | - | - | - | - | - | - | 11.2 | |
2024.10 | 89.58 | - | - | - | - | - | - | - | - | - | 8.3 | |
2024.10 | 89.13 | - | - | - | - | - | - | - | - | - | 12.6 | |
2024.10 | 89.04 | - | - | - | - | - | - | - | - | - | 10.7 | |
2026.02 | 88.7 | - | - | - | - | - | - | - | - | 100 | - | |
2023.03 | 88.4 | 90.23 | 84.97 | 87.48 | 89.6 | 87.5 | 88.1 | 91.59 | 82.42 | - | - | |
2026.02 | 87.5 | - | - | - | - | - | - | - | - | 98 | - | |
2026.02 | 87 | - | - | - | - | - | - | - | - | 100.2 | - | |
2023.11 | 86.2 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 85.8 | - | - | - | - | - | - | - | - | 98.2 | - | |
2023.03 | 85.19 | 84.37 | 88.3 | 84.36 | 83.72 | 80.32 | 86.9 | 85.83 | 84.05 | - | - | |
2023.03 | 84.91 | 87.52 | 77.17 | 85.82 | 87.88 | 82.9 | 86.83 | 84.65 | 85.37 | - | - | |
2023.03 | 83.99 | 85.48 | 72.44 | 90.27 | 82.65 | 71.49 | 92.89 | 86.66 | 79.04 | - | - | |
2024.10 | 80.78 | - | - | - | - | - | - | - | - | - | 8.9 | |
2024.10 | 79.79 | - | - | - | - | - | - | - | - | - | 6.1 | |
2024.10 | 78.81 | - | - | - | - | - | - | - | - | - | 9.7 | |
2023.03 | 78.31 | 78.82 | 70.98 | 83.18 | 77.37 | 67.92 | 86.13 | 80.72 | 74.03 | - | - | |
2023.03 | 78.31 | 79 | 73.79 | 80.55 | 78.3 | 70.35 | 83.14 | 79.77 | 75.68 | - | - | |
2024.10 | 78.08 | - | - | - | - | - | - | - | - | - | 7.3 | |
2026.01 | 77 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 76.3 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 76 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 74.4 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 74.11 | 71 | 76.04 | 78.91 | 66.42 | 66.53 | 81.81 | 77.06 | 68.82 | - | - | |
2026.01 | 74 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 73.6 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 72.8 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 71.6 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 70.9 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 70.6 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 70.53 | 71.09 | 70.75 | 69.18 | 71.16 | 65.84 | 71.57 | 71 | 69.68 | - | - | |
2023.03 | 70.12 | 68.16 | 69.18 | 74.91 | 63.78 | 61.38 | 77.84 | 72.98 | 65 | - | - | |
2026.01 | 70 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 69 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 68.8 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 68.7 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 68.5 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 68.2 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 68.2 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 68.2 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 66.8 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 66.8 | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 66.4 | - | - | - | - | - | - | - | - | 100 | - | |
2026.02 | 66.4 | - | - | - | - | - | - | - | - | 101.3 | - | |
2026.02 | 66.3 | - | - | - | - | - | - | - | - | 99.7 | - | |
2026.02 | 66.3 | - | - | - | - | - | - | - | - | 99.8 | - | |
2026.01 | 66.1 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 65.6 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 64.6 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 64.2 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 63.1 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 63.1 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 63.1 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 61.87 | 59.33 | 69.18 | 61.18 | 62.71 | 62.17 | 58.54 | 62.96 | 59.92 | - | - | |
2023.11 | 61.8 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 61.3 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 61 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 61 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 60.5 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 54.54 | 56.08 | 46.23 | 58.09 | 59.43 | 51.17 | 55.4 | 51.65 | 59.72 | - | - | |
2025.12 | 51.85 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 49.33 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 47.05 | - | - | - | - | - | - | - | - | - | - | |
2023.11 | 44.8 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 44.52 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 43.57 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 42.78 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 42.58 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 40.75 | - | - | - | - | - | - | - | - | - | - | |
2023.03 | 39.83 | 40.28 | 46.13 | 29.25 | 47.45 | 40.08 | 33.66 | 39.35 | 40.67 | - | - | |
2023.11 | 39.6 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 39.03 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 37.63 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 37.13 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 37.13 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 36.63 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 35.55 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 34.95 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 33.36 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 31.93 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 31.33 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 24.79 | - | - | - | - | - | - | - | - | - | - | |
2026.01 | 21.5 | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 21.31 | - | - | - | - | - | - | - | - | - | - |