White Matter Hyperintensity Segmentation on MICCAI WMH 2017 (test)
83.1DSCSYNAPSE-Net
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SYNAPSE-NetCode Avail.=N/A, Parameters=13.46M2025.10 | 83.1 | 81.6 | 84 | 13.46 | 3.03 | |
| Ensemble HFU-NetCode Avail.=Available, Parameters=8.5M2025.10 | 81 | 79 | 82 | 18.58 | 5.63 | |
| FCN EnsemblesCode Avail.=Available, Parameters=8.8M2025.10 | 80 | 76 | 84 | 21.88 | 6.3 | |
| Swin U-NetCode Avail.=Available, Parameters=28.8M2025.10 | 80 | 63 | 72 | 16.93 | 3.16 | |
| Skip Connection U-NetCode Avail.=Available, Parameters=10.56M2025.10 | 78.36 | 70.86 | 81.49 | 28.23 | 7.36 | |
| CRF U-NetCode Avail.=Not Available, Parameters=N/A2025.10 | 78 | 67 | 77 | 10 | 3.7 | |
| V-NetCode Avail.=Not Available, Parameters=N/A2025.10 | 75 | 72 | 61 | 30.6 | 6.04 | |
| ResU-netCode Avail.=Available, Parameters=28.86M2025.10 | 75 | 69 | 81 | 27.26 | 7.35 | |
| Attention SwinU-NetCode Avail.=Not Available, Parameters=N/A2025.10 | 72 | — | 92 | 50 | 9.47 | |
| SegAECode Avail.=Not Available, Parameters=N/A2025.10 | 62 | 36 | 33 | 44.19 | 24.49 | |
| WMH-DualTaskerCode Avail.=Not Available, Parameters=N/A2025.10 | 60.2 | 67.7 | 75.8 | 33.8 | — |