Diabetic Retinopathy Classification on IDRiD (test)
74.2AUCDECO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DECOBackbone=ResNet-502024.06 | 74.2 | 74.8 | 38.7 | |
| GDRNetBackbone=ResNet-502024.06 | 72.9 | 70 | 35.1 | |
| VAE-DGBackbone=ResNet-502024.06 | 72.4 | 63 | 32.3 | |
| MDLTBackbone=ResNet-502024.06 | 71.9 | 61.7 | 32.4 | |
| FishrBackbone=ResNet-502024.06 | 71.8 | 48 | 30.6 | |
| DRGenBackbone=ResNet-502024.06 | 70.8 | 67.7 | 30.6 | |
| MixupBackbone=ResNet-502024.06 | 70.2 | 64 | 32.6 | |
| DDAIGBackbone=ResNet-502024.06 | 70.2 | 60.2 | 33.4 | |
| ERMBackbone=ResNet-502024.06 | 69.6 | 56.5 | 33.9 | |
| ATSBackbone=ResNet-502024.06 | 69.1 | 66.6 | 30.6 | |
| GREENBackbone=ResNet-502024.06 | 68.5 | 60.7 | 33 | |
| CABNetBackbone=ResNet-502024.06 | 67.4 | 62.7 | 31.7 | |
| MixStyleBackbone=ResNet-502024.06 | 53 | 53.5 | 19.4 |