Diabetic Retinopathy grading on FGADR ESDG (test)
65.5AUCDECO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DECOBackbone=ResNet-502024.06 | 65.5 | 9.9 | 11.7 | |
| GDRNetprotocol=ESDG test, training=Single-source2023.07 | 63.7 | 7.5 | 9.2 | |
| GDRNetBackbone=ResNet-502024.06 | 63.7 | 7.5 | 9.2 | |
| ATSprotocol=ESDG test, training=Single-source2023.07 | 60.3 | 5.3 | 5.7 | |
| ATSBackbone=ResNet-502024.06 | 60.3 | 5.3 | 5.7 | |
| VAE-DGBackbone=ResNet-502024.06 | 60.2 | 5.1 | 5.6 | |
| DDAIGprotocol=ESDG test, training=Single-source2023.07 | 59.9 | 5 | 5.5 | |
| DDAIGBackbone=ResNet-502024.06 | 59.9 | 5 | 5.5 | |
| DRGenprotocol=ESDG test, training=Single-source2023.07 | 59.8 | 6.8 | 8.4 | |
| DRGenBackbone=ResNet-502024.06 | 59.8 | 6.8 | 8.4 | |
| Mixupprotocol=ESDG test, training=Single-source2023.07 | 58.8 | 5.8 | 7.4 | |
| MixupBackbone=ResNet-502024.06 | 58.8 | 5.8 | 7.4 | |
| GREENprotocol=ESDG test, training=Single-source2023.07 | 58.1 | 5.7 | 6.9 | |
| GREENBackbone=ResNet-502024.06 | 58.1 | 5.7 | 6.9 | |
| CABNetprotocol=ESDG test, training=Single-source2023.07 | 57.1 | 6.1 | 7.5 | |
| MDLTprotocol=ESDG test, training=Single-source2023.07 | 57.1 | 7.1 | 7.8 | |
| CABNetBackbone=ResNet-502024.06 | 57.1 | 6.1 | 7.5 | |
| MDLTBackbone=ResNet-502024.06 | 57.1 | 7.1 | 7.8 | |
| Fishrprotocol=ESDG test, training=Single-source2023.07 | 56.3 | 6 | 7.2 | |
| FishrBackbone=ResNet-502024.06 | 56.3 | 6 | 7.2 | |
| ERMprotocol=ESDG test, training=Single-source2023.07 | 55.3 | 5.6 | 7.1 | |
| ERMBackbone=ResNet-502024.06 | 55.3 | 5.6 | 7.1 | |
| MixStyleprotocol=ESDG test, training=Single-source2023.07 | 51 | 7 | 7.9 | |
| MixStyleBackbone=ResNet-502024.06 | 51 | 7 | 7.9 |