Disease Subgroup Discovery on ODIR 5 Subgroups
73.7Subgroup B-ACCCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CEprotocol=upper bound2026.05 | 73.7 | — | — | |
| Deep UCSL2026.05 | 56 | 73.2 | 61.9 | |
| DeepCluster-v2trained on diseased samples only=true2026.05 | 53.3 | — | — | |
| SupCon+K-Means2026.05 | 52.4 | 71.6 | 57.5 | |
| WS-DeepClustering2026.05 | 51.7 | 71.4 | 58.1 | |
| SCANtrained on diseased samples only=true2026.05 | 46.7 | — | — | |
| SimCLRtrained on diseased samples only=true2026.05 | 45.2 | — | — | |
| BCE+K-Means2026.05 | 42.4 | 72.8 | 54.8 | |
| SwAVtrained on diseased samples only=true2026.05 | 41.5 | — | — | |
| Deep UCSL w/o SK2026.05 | 37.1 | 73.6 | 52.2 | |
| VAE+UCSL2026.05 | 30.9 | 53.2 | 46.9 | |
| PCLtrained on diseased samples only=true2026.05 | 30.8 | — | — | |
| RETFound(OCT/F)2026.05 | 30.14 | 73.31 | 46.64 | |
| BYOLtrained on diseased samples only=true2026.05 | 28.7 | — | — |