Segmentation on rabbit-eye M-mode OCT (hybrid)
0.9934SSIMPM-U-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PM-U-NetRegularization=topology-aware, Speed (Hz)=402026.02 | 0.9934 | 35.11 | 99.08 | 99.53 | |
| PM-U-NetRegularization=BCE loss, Speed (Hz)=282026.02 | 0.9858 | 25.95 | 98.13 | 99.05 | |
| U-NeXtRegularization=BCE loss, Speed (Hz)=932026.02 | 0.9858 | 27.29 | 99.01 | 98.96 | |
| U-NeXtRegularization=topology-aware, Speed (Hz)=842026.02 | 0.9847 | 36.21 | 99.4 | 98.92 |