Medical Image Segmentation on BraTS (test)
88.83DSCPDANet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PDANetLoss Function=CWCD loss, #Params=31.48M2026.01 | 88.83 | 5.75 | 1.81 | |
| 3D UX-NetLoss Function=CWCD loss, #Params=53.00M2026.01 | 87.32 | 5.79 | 1.84 | |
| 3D UX-NetLoss Function=Original Loss, #Params=53.00M2026.01 | 86.99 | 6.36 | 2.06 | |
| SwinUNETRLoss Function=CWCD loss, #Params=61.99M2026.01 | 86.88 | 5.62 | 1.77 | |
| VSmTransLoss Function=CWCD loss, #Params=49.86M2026.01 | 86.82 | 6.84 | 2.29 | |
| RepUX-NetLoss Function=CWCD loss, #Params=65.80M2026.01 | 86.52 | 6.74 | 2.2 | |
| SwinUNETRLoss Function=Original Loss, #Params=61.99M2026.01 | 85.65 | 6.18 | 2.03 | |
| nnFormerLoss Function=CWCD loss, #Params=149.17M2026.01 | 85.35 | 6.77 | 2.37 | |
| RepUX-NetLoss Function=Original Loss, #Params=65.80M2026.01 | 85.31 | 7.85 | 2.59 | |
| VSmTransLoss Function=Original Loss, #Params=49.86M2026.01 | 84.8 | 7.53 | 2.5 | |
| nnFormerLoss Function=Original Loss, #Params=149.17M2026.01 | 84.59 | 7 | 2.34 | |
| DeepLabV3Loss Function=CWCD loss, #Params=6.25M2026.01 | 82.24 | 7.16 | 1.83 | |
| 3D U-NetLoss Function=CWCD loss, #Params=1.87M2026.01 | 82.14 | 6.86 | 1.48 | |
| Slim-UNETRLoss Function=CWCD loss, #Params=1.79M2026.01 | 82.01 | 6.62 | 1.94 | |
| Slim-UNETRLoss Function=Original Loss, #Params=1.79M2026.01 | 81.5 | 7.23 | 2 | |
| DeepLabV3Loss Function=Original Loss, #Params=6.25M2026.01 | 81.3 | 8.22 | 2.26 | |
| 3D U-NetLoss Function=Original Loss, #Params=1.87M2026.01 | 79.09 | 7.64 | 1.63 | |
| UNETRLoss Function=CWCD loss, #Params=104.05M2026.01 | 75.62 | 10.77 | 3.19 | |
| UNETRLoss Function=Original Loss, #Params=104.05M2026.01 | 72.72 | 12.2 | 3.87 |