Retinal Anomaly Detection on OCTID (test)
98F1 ScoreNFM-DRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NFM-DRAAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 98 | 100 | 96.1 | |
| NFM-DRAAnomaly Category=Average2025.07 | 96.7 | 100 | 93.6 | |
| NFM-DRAAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 96.4 | 100 | 93.1 | |
| NFM-DRAAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 96.2 | 100 | 92.7 | |
| NFM-DRAAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 96.1 | 100 | 92.5 | |
| DRAAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 94.3 | 95.1 | 98 | |
| PatchCoreAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 93.8 | 95.1 | 97.1 | |
| DRAAnomaly Category=Average2025.07 | 93.8 | 95.1 | 97.1 | |
| DRAAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 93.6 | 95.1 | 96.3 | |
| DRAAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 93.3 | 95.1 | 96.1 | |
| DRAAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 90.8 | 95.1 | 98.2 | |
| PatchCoreAnomaly Category=Average2025.07 | 89.9 | 95.1 | 89.8 | |
| PatchCoreAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 89.7 | 95.1 | 89.2 | |
| PatchCoreAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 89.6 | 95.1 | 88.8 | |
| PatchCoreAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 82.9 | 95.1 | 83.6 | |
| SoftPatchAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 78.5 | 72.8 | 100 | |
| SoftPatchAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 77.4 | 72.8 | 96.3 | |
| SoftPatchAnomaly Category=Average2025.07 | 77.3 | 72.8 | 96.4 | |
| SoftPatchAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 76.6 | 72.8 | 96.1 | |
| SoftPatchAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 63 | 72.8 | 92.7 | |
| SimpleNetAnomaly Category=Average2025.07 | 58.6 | 28.2 | 96.3 | |
| SimpleNetAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 56.7 | 28.2 | 94.4 | |
| SimpleNetAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 56.7 | 28.2 | 97.1 | |
| SimpleNetAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 55.5 | 28.2 | 94.1 | |
| EDCAnomaly Category=Average2025.07 | 52.7 | 0 | 100 | |
| DDAD-ASRAnomaly Category=Average2025.07 | 52.7 | 0 | 100 | |
| EDCAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 51 | 0 | 100 | |
| DDAD-ASRAnomaly Category=AMD, Anomaly Visibility=Unseen2025.07 | 51 | 0 | 100 | |
| EDCAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 49.8 | 0 | 100 | |
| DDAD-ASRAnomaly Category=CSR, Anomaly Visibility=Unseen2025.07 | 49.8 | 0 | 100 | |
| EDCAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 49.8 | 0 | 100 | |
| DDAD-ASRAnomaly Category=MH, Anomaly Visibility=Unseen2025.07 | 49.8 | 0 | 100 | |
| SimpleNetAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 42.6 | 28.2 | 100 | |
| EDCAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 34.8 | 0 | 100 | |
| DDAD-ASRAnomaly Category=DR, Anomaly Visibility=Seen2025.07 | 34.8 | 0 | 100 |