Corneal Nerve Fiber Segmentation on CORN-1 (test)
86.52SensitivityCurvSegFlow
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CurvSegFlow2026.06 | 86.52 | 76 | 61.29 | 67.76 | 99.46 | 99.3 | 76.23 | 99.69 | 82.49 | |
| CS2Net 20202026.06 | 83.98 | — | — | 74.46 | — | — | — | — | — | |
| YoloCurvSeg 20232026.06 | 67.6 | 67.19 | 50.59 | 66.78 | 98.44 | 97.98 | 66.1 | 83.02 | — | |
| PCT-Net 20252026.06 | 58.9 | 56.56 | 39.87 | 54.4 | 99.15 | 98.51 | 55.52 | 74.54 | — | |
| Pix2Pix cGAN 20172026.06 | 56.2 | 54.19 | 37.5 | 52.32 | 99.02 | 98.35 | 53.2 | 75.8 | — | |
| U-Net 20152026.06 | 54.84 | 52.6 | 36.13 | 50.54 | 98.52 | 97.81 | 51.4 | 72.87 | — | |
| Att-UNet 20182026.06 | 53.5 | 51.65 | 35.3 | 49.92 | 98.45 | 97.72 | 50.52 | 71 | — | |
| M-Net 20172026.06 | 53.1 | 51.1 | 34.82 | 49.25 | 98.31 | 97.6 | 49.85 | 70.02 | — | |
| DAANet 20222026.06 | 52.85 | 51.25 | 34.94 | 49.75 | 98.62 | 97.89 | 50.15 | 71.56 | — | |
| CNS-Net 20202026.06 | 46.02 | 44.2 | 28.94 | 42.52 | 98.05 | 97.23 | 43.04 | 68.1 | — | |
| UCTransNet 20222026.06 | 43.5 | 41.61 | 26.8 | 39.88 | 97.54 | 96.7 | 40.22 | 64.76 | — |