Diabetic Retinopathy (DR) grading on FGADR
56.9AccuracyGenEval
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GenEvalSource Domain=EyePACS2026.03 | 56.9 | — | |
| HAPMprotocol=Cross-domain evaluation2025.11 | 11.2 | 9.7 | |
| DECOSource Domain=EyePACS2026.03 | 9.9 | — | |
| MIL-ViTprotocol=Cross-domain evaluation2025.11 | 8.7 | 9.3 | |
| LGPNprotocol=Cross-domain evaluation2025.11 | 8.4 | 6.5 | |
| CLIP-DRprotocol=Cross-domain evaluation2025.11 | 7.8 | 9.3 | |
| ProtoNetprotocol=Cross-domain evaluation2025.11 | 7.8 | 7.2 | |
| GDRNetprotocol=Cross-domain evaluation2025.11 | 7.5 | 9.2 | |
| GDRNetSource Domain=EyePACS2026.03 | 7.5 | — | |
| MDLTprotocol=Cross-domain evaluation2025.11 | 7.1 | 7.8 | |
| MixStyleprotocol=Cross-domain evaluation2025.11 | 7 | 7.9 | |
| DRGenprotocol=Cross-domain evaluation2025.11 | 6.8 | 8.4 | |
| CABNetprotocol=Cross-domain evaluation2025.11 | 6.1 | 7.5 | |
| Fishrprotocol=Cross-domain evaluation2025.11 | 6 | 7.2 | |
| Mixupprotocol=Cross-domain evaluation2025.11 | 5.8 | 7.4 | |
| GREENprotocol=Cross-domain evaluation2025.11 | 5.7 | 6.9 | |
| SemFewprotocol=Cross-domain evaluation2025.11 | 5.7 | 6.4 | |
| ViT-B/16protocol=Cross-domain evaluation2025.11 | 5.4 | 5.6 | |
| ATSprotocol=Cross-domain evaluation2025.11 | 5.3 | 5.7 | |
| DDAIGprotocol=Cross-domain evaluation2025.11 | 5 | 5.5 |