Diabetic Retinopathy (DR) grading on IDRID
74.8AccuracyDECO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DECOSource Domain=EyePACS2026.03 | 74.8 | — | |
| GenEvalSource Domain=EyePACS2026.03 | 70.6 | — | |
| GDRNetprotocol=Cross-domain evaluation2025.11 | 70 | 35.1 | |
| GDRNetSource Domain=EyePACS2026.03 | 70 | — | |
| MIL-ViTprotocol=Cross-domain evaluation2025.11 | 68.6 | 31.1 | |
| DRGenprotocol=Cross-domain evaluation2025.11 | 67.7 | 30.6 | |
| ATSprotocol=Cross-domain evaluation2025.11 | 66.6 | 30.6 | |
| Mixupprotocol=Cross-domain evaluation2025.11 | 64 | 32.6 | |
| HAPMprotocol=Cross-domain evaluation2025.11 | 63.4 | 35.4 | |
| CABNetprotocol=Cross-domain evaluation2025.11 | 62.7 | 31.7 | |
| MDLTprotocol=Cross-domain evaluation2025.11 | 61.7 | 30.6 | |
| GREENprotocol=Cross-domain evaluation2025.11 | 60.7 | 33 | |
| DDAIGprotocol=Cross-domain evaluation2025.11 | 60.2 | 33.4 | |
| LGPNprotocol=Cross-domain evaluation2025.11 | 54.8 | 32.7 | |
| ProtoNetprotocol=Cross-domain evaluation2025.11 | 54.1 | 28.9 | |
| MixStyleprotocol=Cross-domain evaluation2025.11 | 53.5 | 19.4 | |
| SemFewprotocol=Cross-domain evaluation2025.11 | 48.5 | 25.3 | |
| Fishrprotocol=Cross-domain evaluation2025.11 | 48 | 30.6 | |
| ViT-B/16protocol=Cross-domain evaluation2025.11 | 42.3 | 21.8 | |
| CLIP-DRprotocol=Cross-domain evaluation2025.11 | 41.9 | 28.3 |