| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Retinal Anomaly Detection | OCTDL (test) | F1 Score94.7 | 49 | |
| Image Classification | OCTDL | Accuracy (ACC)98.61 | 13 | |
| Eye Disease Classification | OCTDL (test) | AUC99.24 | 12 | |
| Image Classification | OCTDL (val) | AUC98.39 | 12 | |
| Classification | OCTDL OCT Modality | Accuracy42 | 8 | |
| Diagnosis | OCTDL n=332 (test) | BAcc90.9 | 6 | |
| Ophthalmic Disease Classification | OCTDL | F1 Score97.1 | 4 |