Retinal Anomaly Detection on OCTDL (test)
94.7F1 ScoreNFM-DRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NFM-DRAAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 94.7 | 61.4 | 99.2 | |
| PatchCoreAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 92.2 | 45.2 | 98.1 | |
| SoftPatchAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 90.4 | 33.7 | 97.2 | |
| DRAAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 89.6 | 15.1 | 99.8 | |
| EDCAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 88.1 | 0 | 100 | |
| DDAD-ASRAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 88.1 | 0 | 100 | |
| SimpleNetAnomaly Category=AMD, Anomaly Visibility=Seen2025.07 | 84.8 | 83.4 | 76.8 | |
| SimpleNetAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 72.2 | 83.4 | 77.6 | |
| NFM-DRAAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 69 | 61.4 | 98.6 | |
| SimpleNetAnomaly Category=Average2025.07 | 66.9 | 83.4 | 75.5 | |
| SimpleNetAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 66.7 | 83.4 | 77.2 | |
| NFM-DRAAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 65.9 | 61.4 | 89.7 | |
| NFM-DRAAnomaly Category=Average2025.07 | 65.8 | 61.4 | 95.9 | |
| SimpleNetAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 60.6 | 83.4 | 75 | |
| PatchCoreAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 60.3 | 45.2 | 96.6 | |
| PatchCoreAnomaly Category=Average2025.07 | 59.8 | 45.2 | 89.8 | |
| PatchCoreAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 59 | 45.2 | 91 | |
| SimpleNetAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 58.6 | 83.4 | 56.1 | |
| NFM-DRAAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 58.2 | 61.4 | 93.1 | |
| SoftPatchAnomaly Category=Average2025.07 | 56.6 | 33.7 | 96.5 | |
| SoftPatchAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 55.8 | 33.7 | 96.6 | |
| SoftPatchAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 54.9 | 33.7 | 91.6 | |
| DRAAnomaly Category=Average2025.07 | 53.4 | 15.1 | 98.9 | |
| NFM-DRAAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 53.2 | 61.4 | 97.4 | |
| DRAAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 51.4 | 15.1 | 97.4 | |
| DRAAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 51 | 15.1 | 100 | |
| EDCAnomaly Category=Average2025.07 | 50.8 | 0 | 100 | |
| DDAD-ASRAnomaly Category=Average2025.07 | 50.8 | 0 | 100 | |
| PatchCoreAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 49.9 | 45.2 | 93.1 | |
| EDCAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 48.3 | 0 | 100 | |
| DDAD-ASRAnomaly Category=ERM, Anomaly Visibility=Unseen2025.07 | 48.3 | 0 | 100 | |
| EDCAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 47 | 0 | 100 | |
| DDAD-ASRAnomaly Category=DME, Anomaly Visibility=Unseen2025.07 | 47 | 0 | 100 | |
| SoftPatchAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 46.4 | 33.7 | 96 | |
| PatchCoreAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 44.6 | 45.2 | 96.2 | |
| DRAAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 41.7 | 15.1 | 100 | |
| SimpleNetAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 41.2 | 83.4 | 90.9 | |
| SoftPatchAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 40 | 33.7 | 97.4 | |
| EDCAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 37.8 | 0 | 100 | |
| DDAD-ASRAnomaly Category=RVO, Anomaly Visibility=Unseen2025.07 | 37.8 | 0 | 100 | |
| DRAAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 35 | 15.1 | 100 | |
| EDCAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 31.4 | 0 | 100 | |
| DDAD-ASRAnomaly Category=VID, Anomaly Visibility=Unseen2025.07 | 31.4 | 0 | 100 | |
| NFM-DRAAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 24.6 | 61.4 | 95.5 | |
| PatchCoreAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 19.5 | 45.2 | 100 | |
| SoftPatchAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 16.7 | 33.7 | 100 | |
| DRAAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 12.9 | 15.1 | 95.5 | |
| EDCAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 11.7 | 0 | 100 | |
| DDAD-ASRAnomaly Category=RAO, Anomaly Visibility=Unseen2025.07 | 11.7 | 0 | 100 |