Retinal Anomaly Detection on OCT 2017 (test)
99.3F1 ScoreDRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAAnomaly Category=Average2025.07 | 99.3 | 98.4 | 100 | |
| DRAAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 99.2 | 98.4 | 100 | |
| DRAAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 99.2 | 98.4 | 100 | |
| DRAAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 99.2 | 98.4 | 100 | |
| NFM-DRAAnomaly Category=Average2025.07 | 98.9 | 97.6 | 99.9 | |
| NFM-DRAAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 98.8 | 97.6 | 100 | |
| NFM-DRAAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 98.8 | 97.6 | 100 | |
| NFM-DRAAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 98.6 | 97.6 | 99.6 | |
| PatchCoreAnomaly Category=Average2025.07 | 92.7 | 81.6 | 99.6 | |
| PatchCoreAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 91.6 | 81.6 | 100 | |
| PatchCoreAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 91.6 | 81.6 | 100 | |
| PatchCoreAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 91 | 81.6 | 98.8 | |
| SimpleNetAnomaly Category=Average2025.07 | 90.1 | 75.2 | 98.8 | |
| SimpleNetAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 89 | 75.2 | 100 | |
| SimpleNetAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 88.8 | 75.2 | 99.6 | |
| SimpleNetAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 87.4 | 75.2 | 96.8 | |
| SoftPatchAnomaly Category=Average2025.07 | 78.6 | 34 | 99.3 | |
| EDCAnomaly Category=Average2025.07 | 75.5 | 22 | 98.8 | |
| SoftPatchAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 75.2 | 34 | 100 | |
| SoftPatchAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 75 | 34 | 99.6 | |
| SoftPatchAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 74.4 | 34 | 98.4 | |
| DDAD-ASRAnomaly Category=Average2025.07 | 72.5 | 6.4 | 99.5 | |
| EDCAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 71.9 | 22 | 100 | |
| EDCAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 71.9 | 22 | 100 | |
| EDCAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 70.3 | 22 | 96.4 | |
| DDAD-ASRAnomaly Category=CNV, Anomaly Visibility=Seen2025.07 | 68.1 | 6.4 | 100 | |
| DDAD-ASRAnomaly Category=DME, Anomaly Visibility=Seen2025.07 | 67.9 | 6.4 | 99.6 | |
| DDAD-ASRAnomaly Category=DN, Anomaly Visibility=Unseen2025.07 | 67.6 | 6.4 | 98.8 |