Retinal Disease Classification on FIVES (test)
92.8AUROCDual-IFM
Evaluation Results
| Method | Links | |
|---|---|---|
| Dual-IFMLocal interpretability=Yes, Global interpretability=Yes, In-Domain training=Yes, Evaluation protocol=Linear probing2026.03 | 92.8 | |
| SimCLRLocal interpretability=Yes, Global interpretability=No, In-Domain training=Yes, Evaluation protocol=Linear probing2026.03 | 91.8 | |
| ImageNetLocal interpretability=Yes, Global interpretability=No, In-Domain training=No, Evaluation protocol=Linear probing2026.03 | 88.2 | |
| RETFoundLocal interpretability=No, Global interpretability=No, In-Domain training=Yes, Evaluation protocol=Linear probing2026.03 | 83.7 |