Segmentation on rabbit-eye M-mode OCT (ex vivo)
99.01SSIMPM-U-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PM-U-NetRegularization=topology-aware, Speed (Hz)=342026.02 | 99.01 | 29.41 | 98.74 | 99.36 | |
| PM-U-NetRegularization=BCE loss, Speed (Hz)=252026.02 | 98.45 | 24.96 | 97.98 | 98.98 | |
| U-NeXtRegularization=topology-aware, Speed (Hz)=872026.02 | 98.01 | 31.83 | 93.32 | 99.87 | |
| U-NeXtRegularization=BCE loss, Speed (Hz)=822026.02 | 97.51 | 26.83 | 98.97 | 97.94 |