Diabetic Retinopathy (DR) grading on RLDR
45.1ACCHAPM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HAPMprotocol=Cross-domain evaluation2025.11 | 45.1 | 38.8 | |
| GDRNetprotocol=Cross-domain evaluation2025.11 | 44.3 | 37.9 | |
| CLIP-DRprotocol=Cross-domain evaluation2025.11 | 41 | 35.2 | |
| LGPNprotocol=Cross-domain evaluation2025.11 | 35.8 | 33.4 | |
| GREENprotocol=Cross-domain evaluation2025.11 | 31.9 | 27.8 | |
| MDLTprotocol=Cross-domain evaluation2025.11 | 29 | 30 | |
| ProtoNetprotocol=Cross-domain evaluation2025.11 | 28.9 | 24.6 | |
| MIL-ViTprotocol=Cross-domain evaluation2025.11 | 28.1 | 34.5 | |
| Mixupprotocol=Cross-domain evaluation2025.11 | 27.7 | 27 | |
| DDAIGprotocol=Cross-domain evaluation2025.11 | 25.4 | 23.5 | |
| ATSprotocol=Cross-domain evaluation2025.11 | 24.2 | 23.9 | |
| SemFewprotocol=Cross-domain evaluation2025.11 | 24.1 | 19.8 | |
| CABNetprotocol=Cross-domain evaluation2025.11 | 23 | 25.4 | |
| Fishrprotocol=Cross-domain evaluation2025.11 | 19.3 | 21.3 | |
| DRGenprotocol=Cross-domain evaluation2025.11 | 19 | 21.2 | |
| ViT-B/16protocol=Cross-domain evaluation2025.11 | 18.6 | 15.2 | |
| MixStyleprotocol=Cross-domain evaluation2025.11 | 18.3 | 6.4 |