Chest X-ray classification on CheXpert (test)
89.8AUROC (Macro)
ViT-B-LR
Updated 9d ago
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.02 | 89.8 | - | - | - | - | - | - | - | - | 85.4 | 94.6 | - | - | - | - | - | - | - | |
2024.02 | 89.6 | - | - | - | - | - | - | - | - | 86.3 | 93.7 | - | - | - | - | - | - | - | |
2024.02 | 89.4 | - | - | - | - | - | - | - | - | 82.5 | 85.5 | - | - | - | - | - | - | - | |
2024.02 | 89.3 | - | - | - | - | - | - | - | - | 82.7 | 83.5 | - | - | - | - | - | - | - | |
2024.02 | 89.2 | - | - | - | - | - | - | - | - | 83.5 | 81.8 | - | - | - | - | - | - | - | |
2024.02 | 89 | - | - | - | - | - | - | - | - | 82.1 | 85.9 | - | - | - | - | - | - | - | |
2024.02 | 88.9 | - | - | - | - | - | - | - | - | 81.8 | 82.8 | - | - | - | - | - | - | - | |
2024.02 | 88.7 | - | - | - | - | - | - | - | - | 78.5 | 77.9 | - | - | - | - | - | - | - | |
2024.02 | 88.7 | - | - | - | - | - | - | - | - | 81.5 | 77.6 | - | - | - | - | - | - | - | |
2025.06 | 88.5 | 92.1 | 89.5 | 80.9 | 70.4 | 79.8 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.5 | 92.4 | 89.6 | 81.2 | 70.8 | 80.5 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.4 | 92 | 89.3 | 80.4 | 70.1 | 79.4 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.2 | 91.9 | 89.2 | 80.4 | 69.7 | 79.3 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.2 | 92 | 89.3 | 80.8 | 70 | 79.5 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.2 | 92 | 89.3 | 80.9 | 70 | 79.8 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88.1 | 92 | 89 | 80.3 | 69.9 | 79.4 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 88 | 91.8 | 88.7 | 80.1 | 69.6 | 79.3 | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 87.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 87.3 | - | - | - | - | - | - | - | - | 81.2 | 83 | - | - | - | - | - | - | - | |
2024.02 | 87.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 87 | 91.1 | 88.3 | 79.8 | 69.4 | 79 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 86.9 | 90.9 | 87.9 | 79.6 | 69.5 | 78.7 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 86.2 | 90.5 | 87.5 | 78.8 | 67.7 | 77.9 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 85.9 | 90.3 | 87 | 78.4 | 67.8 | 77.4 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 85.6 | 90.1 | 86.8 | 78.1 | 64.8 | 75.6 | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 83.5 | 89.2 | 85 | 76.6 | 60.6 | 74.1 | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.02 | 82.8 | - | - | - | - | - | - | - | - | 72 | 88 | - | - | - | - | - | - | - | |
2022.04 | - | - | - | - | - | - | 64.5 | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | - | - | - | - | - | - | 72.2 | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | - | - | - | - | - | - | 83.4 | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | - | - | - | - | - | - | 82 | - | - | - | - | - | - | - | - | - | - | - | |
2022.04 | - | - | - | - | - | - | 86.7 | - | - | - | - | - | - | - | - | - | - | - | |
2020.12 | - | - | - | - | - | - | 90.65 | 1.8 | 85 | - | - | - | - | - | - | - | - | - | |
2020.12 | - | - | - | - | - | - | 92.89 | 2.8 | 5 | - | - | - | - | - | - | - | - | - | |
2020.12 | - | - | - | - | - | - | 92.99 | 2.6 | 2 | - | - | - | - | - | - | - | - | - | |
2020.12 | - | - | - | - | - | - | 93.05 | 2.8 | 1 | - | - | - | - | - | - | - | - | - | |
2020.12 | - | - | - | - | - | - | 92.2 | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 72 | 88 | 87 | 77 | 90 | 82.8 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 85.8 | 83.2 | 94.1 | 89.9 | 93.4 | 89.3 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 82.5 | 85.5 | 93 | 93.7 | 92.3 | 89.4 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 81.35 | 86.61 | 92.22 | 91.59 | 89.86 | 88.33 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 81.74 | 84.24 | 94.06 | 90.74 | 94.31 | 89.02 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 86.42 | 87.39 | 91.97 | 88.23 | 91.73 | 89.15 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 86.55 | 87.86 | 95.28 | 93.13 | 94.66 | 91.5 | - | - | - | |
2021.06 | - | - | - | - | - | - | - | - | - | 86.72 | 89.54 | 95.73 | 93.31 | 95.04 | 92.07 | - | - | - | |
2023.03 | - | - | - | - | - | - | 74.73 | - | - | - | - | - | - | - | - | - | - | - | |
2023.03 | - | - | - | - | - | - | 80.58 | - | - | - | - | - | - | - | - | - | - | - | |
2025.03 | - | - | - | - | - | - | 80 | - | - | 81 | 86 | - | 73 | 87 | - | 74 | - | - | |
2025.03 | - | - | - | - | - | - | 76 | - | - | 77 | 76 | - | 71 | 84 | - | 72 | - | - | |
2025.03 | - | - | - | - | - | - | 81 | - | - | 76 | 86 | - | 77 | 89 | - | 76 | - | - | |
2025.03 | - | - | - | - | - | - | 82 | - | - | 82 | 85 | - | 82 | 89 | - | 74 | - | - | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 32 | - | 36.9 | 16 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 40 | - | 39.6 | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 33 | - | 35.7 | 9.6 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 27 | - | 27.5 | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 27 | - | 26.9 | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 38 | - | 37.6 | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 27 | - | 28.5 | 4.4 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 36 | - | 42 | 15.1 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 36 | - | 36.1 | 0 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 26 | - | 31.1 | 20.2 | |
2026.04 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 38 | - | 38.1 | 0 |