Diabetic Retinopathy Grading on GDRBench DG leave-one-domain-out (test)
81APTOS AUCDECO
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DECO2024.06 | 81 | 72.4 | 56.6 | 82.9 | 65.1 | 52.7 | 81.3 | 49.1 | 43.5 | 87 | 44.6 | 37.4 | 83.5 | 48 | 46.3 | 83.7 | 56.1 | 48.2 | |
| DRGen2024.06 | 79.9 | 58.1 | 40.2 | 79 | 60.1 | 40.5 | 69.4 | 41.7 | 24.7 | 84.7 | 44.6 | 37.4 | 79.5 | 43.1 | 37 | 79.3 | 47.7 | 37.3 | |
| GDRNet2024.06 | 79.9 | 66.8 | 46 | 83.2 | 63.4 | 50.9 | 80.8 | 45.3 | 39.4 | 84 | 40.3 | 35.9 | 82.9 | 45.8 | 43.5 | 82.6 | 52.5 | 43.5 | |
| VAE-DG2024.06 | 79.5 | 66.7 | 45.5 | 78.7 | 59.5 | 40.2 | 75.8 | 44.8 | 36.4 | 83.6 | 41.7 | 35.6 | 78.8 | 41.3 | 35.9 | 79.9 | 48.7 | 38 | |
| Fishr2024.06 | 79.2 | 66.6 | 43.4 | 76.4 | 65.1 | 41.1 | 73.3 | 44.4 | 34.4 | 82.7 | 40.3 | 27.6 | 77.4 | 36.8 | 34.7 | 78.4 | 50.2 | 35.9 | |
| MixStyle2024.06 | 79 | 65.8 | 39.9 | 75.2 | 62.2 | 36.5 | 71.2 | 35.8 | 22.7 | 83 | 51.4 | 39.2 | 75.5 | 41.1 | 31.4 | 76.8 | 48.2 | 32.9 | |
| DDAIG2024.06 | 78 | 67.1 | 41 | 76.6 | 58.4 | 35.3 | 73.6 | 42 | 33.8 | 82.1 | 37.4 | 27 | 75.6 | 36.1 | 27.7 | 76.9 | 46.4 | 32.8 | |
| MDLT2024.06 | 77.3 | 57.2 | 41.5 | 75.4 | 58.9 | 36.9 | 74.1 | 45.7 | 29 | 81.5 | 44.2 | 35.4 | 75.7 | 37.6 | 35 | 77.3 | 47.2 | 35.7 | |
| ATS2024.06 | 77.1 | 56.9 | 38.3 | 77.2 | 64.7 | 35.8 | 74.7 | 46.7 | 33.4 | 83 | 41.5 | 34.9 | 76.5 | 37.4 | 34.9 | 78 | 47.2 | 34.8 | |
| CABNet2024.06 | 75.8 | 55.5 | 39.4 | 74.2 | 56.1 | 34.1 | 73.2 | 43.7 | 34.8 | 79.2 | 44.8 | 37.3 | 75.8 | 37 | 35.6 | 75.6 | 46.6 | 35.5 | |
| Mixup2024.06 | 75.3 | 62.6 | 43.2 | 76.7 | 54.7 | 32.6 | 66.7 | 42.3 | 32.3 | 78.8 | 39 | 27.6 | 76.9 | 43.6 | 37.7 | 75 | 45.2 | 33.1 | |
| GREEN2024.06 | 75.1 | 53.8 | 38.9 | 75.8 | 52 | 36.8 | 69.5 | 41.3 | 31.5 | 79.9 | 41.3 | 32.2 | 74.8 | 34 | 34.4 | 75.3 | 41.8 | 33.1 | |
| ERM2024.06 | 75 | 44.4 | 38.9 | 79.1 | 60.7 | 43.4 | 66.2 | 32 | 27.1 | 82.3 | 50 | 44.1 | 75.9 | 36.5 | 35.7 | 75.9 | 43.8 | 37.3 |