3D Segmentation on BraTS Target (OOD)
79.2Dice CoefficientTRACE-Seg3D
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TRACE-Seg3DCategory=Ours2026.07 | 79.2 | 1.499 | |
| ICMSegCategory=Domain2026.07 | 77.6 | 1.63 | |
| CauSSLCategory=Causal2026.07 | 77.5 | 1.66 | |
| CausalADCategory=Causal2026.07 | 76.9 | 1.74 | |
| MedNeXtCategory=3D Seg.2026.07 | 74.4 | 1.79 | |
| CSDGCategory=Domain2026.07 | 73.9 | 2.02 | |
| DMFNetCategory=3D Seg.2026.07 | 71.4 | 2.24 | |
| CausalCLIPSegCategory=Causal2026.07 | 71.4 | 2.35 | |
| CiSegCategory=Domain2026.07 | 70.8 | 2.54 | |
| UNETRCategory=3D Seg.2026.07 | 66.4 | 2.94 | |
| CauAugCategory=Domain2026.07 | 66.2 | 3.11 | |
| SegFormer3DCategory=3D Seg.2026.07 | 64.2 | 3.38 | |
| CF-SegCategory=Causal2026.07 | 58.4 | 3.96 | |
| nnU-NetCategory=3D Seg.2026.07 | 55.9 | 4.76 |