Image Segmentation on DRIVE (test)
82.74DiceGreenTopo-AttUKANLite-SAUNetv2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GreenTopo-AttUKANLite-SAUNetv2Params=approx. 261K2026.06 | 82.74 | 70.6 | 97.2 | 81.87 | 98.59 | |
| SA-UNetv2-DKC-AmbRefParams=approx. 260K2026.06 | 81.41 | 68.65 | 96.69 | 82.65 | 98.04 | |
| DKC-TNet-v2 DiceRecovery-CalibratedParams=35,103, Infer. ms=5.082026.06 | 80.44 | 67.3 | 96.51 | 82.41 | 97.89 | |
| Shallow U-NetParams=466,593, Infer. ms=2.222026.06 | 80 | 66.66 | 96.39 | 82.4 | 97.73 | |
| U-NetParams=31,036,481, Infer. ms=10.602026.06 | 79.86 | 66.47 | 96.37 | 82.02 | 97.75 | |
| U-Net-TransformerParams=58,326,081, Infer. ms=12.042026.06 | 79.3 | 65.71 | 96.31 | 80.67 | 97.81 | |
| DKC-ESDMR-Focal-TNetParams=32,791, Infer. ms=5.992026.06 | 78.82 | 65.04 | 96.17 | 81.21 | 97.61 | |
| MS-DKC LightFocalTNetParams=21,799, Infer. ms=5.852026.06 | 78.62 | 64.77 | 96.04 | 83.11 | 97.28 |