Diabetic Retinopathy grading on APTOS ESDG (test)
70.6AUCDECO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DECOBackbone=ResNet-502024.06 | 70.6 | 59.7 | 36.4 | |
| GDRNetprotocol=ESDG test, training=Single-source2023.07 | 69.8 | 52.8 | 35.2 | |
| GDRNetBackbone=ResNet-502024.06 | 69.8 | 52.8 | 35.2 | |
| DRGenprotocol=ESDG test, training=Single-source2023.07 | 69.4 | 60.7 | 35.7 | |
| DRGenBackbone=ResNet-502024.06 | 69.4 | 60.7 | 35.7 | |
| ATSprotocol=ESDG test, training=Single-source2023.07 | 68.8 | 51.7 | 32.4 | |
| ATSBackbone=ResNet-502024.06 | 68.8 | 51.7 | 32.4 | |
| VAE-DGBackbone=ResNet-502024.06 | 67.7 | 51.9 | 32.3 | |
| MDLTprotocol=ESDG test, training=Single-source2023.07 | 67.6 | 53.3 | 32.4 | |
| MDLTBackbone=ResNet-502024.06 | 67.6 | 53.3 | 32.4 | |
| GREENprotocol=ESDG test, training=Single-source2023.07 | 67.5 | 52.6 | 33.3 | |
| GREENBackbone=ResNet-502024.06 | 67.5 | 52.6 | 33.3 | |
| DDAIGprotocol=ESDG test, training=Single-source2023.07 | 67.4 | 48.7 | 31.6 | |
| DDAIGBackbone=ResNet-502024.06 | 67.4 | 48.7 | 31.6 | |
| CABNetprotocol=ESDG test, training=Single-source2023.07 | 67.3 | 52.2 | 30.8 | |
| CABNetBackbone=ResNet-502024.06 | 67.3 | 52.2 | 30.8 | |
| ERMprotocol=ESDG test, training=Single-source2023.07 | 66.4 | 53.2 | 34.6 | |
| ERMBackbone=ResNet-502024.06 | 66.4 | 53.2 | 31.6 | |
| Mixupprotocol=ESDG test, training=Single-source2023.07 | 65.5 | 49.4 | 30.2 | |
| MixupBackbone=ResNet-502024.06 | 65.5 | 49.4 | 30.2 | |
| Fishrprotocol=ESDG test, training=Single-source2023.07 | 64.5 | 61.7 | 31 | |
| FishrBackbone=ResNet-502024.06 | 64.5 | 61.7 | 31 | |
| MixStyleprotocol=ESDG test, training=Single-source2023.07 | 62 | 48.8 | 25 | |
| MixStyleBackbone=ResNet-502024.06 | 62 | 48.8 | 25 |