3D Segmentation on BraTS Source (ID)
82.8Dice CoefficientTRACE-Seg3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TRACE-Seg3DCategory=Ours2026.07 | 82.8 | 3.689 | |
| ICMSegCategory=Domain2026.07 | 80.7 | 3.96 | |
| CauSSLCategory=Causal2026.07 | 80.4 | 3.91 | |
| CausalADCategory=Causal2026.07 | 79.6 | 4.15 | |
| CSDGCategory=Domain2026.07 | 78.8 | 4.42 | |
| MedNeXtCategory=3D Seg.2026.07 | 78.1 | 4.08 | |
| CausalCLIPSegCategory=Causal2026.07 | 77.6 | 4.63 | |
| DMFNetCategory=3D Seg.2026.07 | 77.2 | 4.63 | |
| CiSegCategory=Domain2026.07 | 77.1 | 4.72 | |
| UNETRCategory=3D Seg.2026.07 | 75.9 | 5.08 | |
| CauAugCategory=Domain2026.07 | 75.1 | 5.32 | |
| SegFormer3DCategory=3D Seg.2026.07 | 74.8 | 5.46 | |
| CF-SegCategory=Causal2026.07 | 72.1 | 6.34 | |
| nnU-NetCategory=3D Seg.2026.07 | 69.4 | 7.28 |