Cerebral Lesion Segmentation on SBM
67.53DiceCC-DiceCE
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CC-DiceCELoss Function=CC-DiceCE, Backbone=nnU-Net2025.11 | 67.53 | 54.62 | 84.31 | 81.15 | 79.99 | 50.74 | 75.63 | 83.16 | 92.06 | |
| DiceCELoss Function=DiceCE, Backbone=nnU-Net2025.11 | 67.49 | 53.43 | 84.52 | 79.94 | 80.11 | 38.48 | 69.47 | 81.82 | 91.8 | |
| BlobDiceCELoss Function=BlobDiceCE, Backbone=nnU-Net2025.11 | 64.58 | 51.01 | 84.63 | 77.8 | 78.84 | 37.01 | 62.18 | 79.14 | 91.01 | |
| nnUNet def.Params. (in Mi.)=31.22025.03 | 0.6652 | — | — | — | — | — | — | — | — | |
| PrimusV2-MParams. (in Mi.)=147.22025.03 | 0.6636 | — | — | — | — | — | — | — | — | |
| PrimusV2-SParams. (in Mi.)=24.62025.03 | 0.6622 | — | — | — | — | — | — | — | — | |
| MedNeXt-LParams. (in Mi.)=61.82025.03 | 0.6585 | — | — | — | — | — | — | — | — | |
| PrimusV2-BParams. (in Mi.)=93.82025.03 | 0.6524 | — | — | — | — | — | — | — | — | |
| nnFormerParams. (in Mi.)=37.42025.03 | 0.6437 | — | — | — | — | — | — | — | — | |
| UNETR++Params. (in Mi.)=43.02025.03 | 0.6433 | — | — | — | — | — | — | — | — | |
| nnUNet ResEnc-LParams. (in Mi.)=102.42025.03 | 0.64 | — | — | — | — | — | — | — | — | |
| SegMambaParams. (in Mi.)=63.582025.03 | 0.6358 | — | — | — | — | — | — | — | — | |
| SwinUNETRParams. (in Mi.)=62.22025.03 | 0.6196 | — | — | — | — | — | — | — | — | |
| VisionxLSTMParams. (in Mi.)=26.02025.03 | 0.6104 | — | — | — | — | — | — | — | — | |
| SwinUNETR-v2Params. (in Mi.)=72.82025.03 | 0.608 | — | — | — | — | — | — | — | — | |
| CoTrParams. (in Mi.)=41.92025.03 | 0.5996 | — | — | — | — | — | — | — | — | |
| Primus-MParams. (in Mi.)=146.62025.03 | 0.5763 | — | — | — | — | — | — | — | — | |
| Primus-BParams. (in Mi.)=93.22025.03 | 0.5762 | — | — | — | — | — | — | — | — | |
| Primus-SParams. (in Mi.)=23.92025.03 | 0.5671 | — | — | — | — | — | — | — | — | |
| UNETRParams. (in Mi.)=93.42025.03 | 0.4987 | — | — | — | — | — | — | — | — |