Medical Visual Question Answering on VQA-RAD (test)
79.8Accuracy
MedCausalX
Updated 10d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 79.8 | - | - | - | - | 77.3 | 36.5 | - | - | |
2026.03 | 78.5 | - | - | - | - | 70.2 | 50.2 | - | - | |
2026.03 | 77.3 | - | - | - | - | 71.8 | 47.5 | - | - | |
2026.03 | 76.9 | - | - | - | - | 69.5 | 50.8 | - | - | |
2026.03 | 76.9 | - | - | - | - | 70.5 | 48.8 | - | - | |
2026.03 | 75.8 | - | - | - | - | 68.2 | 52.2 | - | - | |
2026.03 | 73.6 | - | - | - | - | - | - | - | - | |
2025.11 | 70.7 | - | - | - | - | - | - | - | - | |
2026.03 | 70.1 | - | - | - | - | - | - | - | - | |
2026.03 | 69.32 | - | - | 25 | 33.72 | - | - | - | - | |
2026.03 | 69.1 | - | - | - | - | - | - | - | - | |
2026.03 | 68.53 | - | - | 24 | 32.03 | - | - | - | - | |
2026.03 | 68.13 | - | - | 24 | 33.17 | - | - | - | - | |
2026.03 | 67.73 | - | - | 24 | 32.42 | - | - | - | - | |
2026.03 | 66 | - | - | - | - | - | - | - | - | |
2025.11 | 64.6 | - | - | - | - | - | - | - | - | |
2026.03 | 64.5 | - | - | - | - | - | - | - | - | |
2026.03 | 63.8 | - | - | - | - | - | - | - | - | |
2026.03 | 62.55 | - | - | 19.5 | 29.68 | - | - | - | - | |
2025.11 | 61.4 | - | - | - | - | - | - | - | - | |
2026.03 | 60.6 | - | - | - | - | 63.5 | 55.8 | - | - | |
2025.11 | 58.8 | - | - | - | - | - | - | - | - | |
2026.03 | 58.8 | - | - | - | - | - | - | - | - | |
2025.11 | 56.4 | - | - | - | - | - | - | - | - | |
2025.11 | 55.9 | - | - | - | - | - | - | - | - | |
2025.11 | 55.8 | - | - | - | - | - | - | - | - | |
2026.03 | 55.1 | - | - | - | - | 57.5 | 62.5 | - | - | |
2025.11 | 54.3 | - | - | - | - | - | - | - | - | |
2025.11 | 54.2 | - | - | - | - | - | - | - | - | |
2026.03 | 52.4 | - | - | - | - | 54.2 | 65.8 | - | - | |
2026.03 | 52 | - | - | - | - | - | - | - | - | |
2026.03 | 51.8 | - | - | - | - | - | - | - | - | |
2025.11 | 51.4 | - | - | - | - | - | - | - | - | |
2025.11 | 50.6 | - | - | - | - | - | - | - | - | |
2025.11 | 47.3 | - | - | - | - | - | - | - | - | |
2025.11 | 45.4 | - | - | - | - | - | - | - | - | |
2026.03 | 44.6 | - | - | - | - | 42.8 | 71.8 | - | - | |
2026.03 | 27.4 | - | - | - | - | 40.2 | 74.5 | - | - | |
2025.03 | - | 51 | 82.3 | - | - | - | - | - | - | |
2025.03 | - | 51.2 | 81.3 | - | - | - | - | - | - | |
2025.03 | - | 50.4 | 81.6 | - | - | - | - | - | - | |
2025.03 | - | 55.1 | 85.3 | - | - | - | - | - | - | |
2025.03 | - | 54.8 | 84.6 | - | - | - | - | - | - | |
2025.03 | - | 55.3 | 83.8 | - | - | - | - | - | - | |
2025.05 | - | 49.2 | 77.2 | - | - | - | - | 66.1 | - | |
2025.05 | - | 52.5 | 77.9 | - | - | - | - | 67.8 | - | |
2025.05 | - | 67.2 | 83.5 | - | - | - | - | 77 | - | |
2025.05 | - | 67 | 84 | - | - | - | - | 77.6 | - | |
2025.05 | - | 66.5 | 83.5 | - | - | - | - | 76.8 | - | |
2025.05 | - | 64.4 | 82 | - | - | - | - | 74.9 | - | |
2025.05 | - | 69.3 | 84.2 | - | - | - | - | 78.2 | - | |
2025.05 | - | 73.7 | 86.8 | - | - | - | - | 81.6 | - | |
2025.05 | - | 74.3 | 87.1 | - | - | - | - | 82 | - | |
2025.05 | - | 76 | 87.9 | - | - | - | - | 83.1 | - | |
2025.07 | - | - | 69.1 | - | - | - | - | - | 49.9 | |
2025.07 | - | - | 48.7 | - | - | - | - | - | 33.6 | |
2025.07 | - | - | 59.4 | - | - | - | - | - | 42.7 | |
2025.07 | - | - | 69.7 | - | - | - | - | - | 50.1 | |
2025.07 | - | - | 70.2 | - | - | - | - | - | 53.6 | |
2025.07 | - | - | 71.4 | - | - | - | - | - | 54.2 | |
2025.07 | - | - | 71.9 | - | - | - | - | - | 52.5 |