3D Segmentation on UTSW Target (OOD)
59.1DiceTRACE-Seg3D
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TRACE-Seg3DCategory=Ours2026.07 | 59.1 | 4.558 | |
| ICMSegCategory=Domain2026.07 | 56.7 | 4.88 | |
| CauSSLCategory=Causal2026.07 | 56.3 | 4.93 | |
| CausalADCategory=Causal2026.07 | 55.4 | 5.01 | |
| MedNeXtCategory=3D Seg.2026.07 | 55.3 | 5.14 | |
| CSDGCategory=Domain2026.07 | 53.6 | 5.83 | |
| CausalCLIPSegCategory=Causal2026.07 | 51.7 | 6.09 | |
| CiSegCategory=Domain2026.07 | 51.4 | 6.02 | |
| DMFNetCategory=3D Seg.2026.07 | 49.8 | 6.89 | |
| CauAugCategory=Domain2026.07 | 46.8 | 7.41 | |
| UNETRCategory=3D Seg.2026.07 | 45.1 | 8.11 | |
| SegFormer3DCategory=3D Seg.2026.07 | 43.2 | 8.62 | |
| CF-SegCategory=Causal2026.07 | 42.9 | 8.54 | |
| nnU-NetCategory=3D Seg.2026.07 | 36.2 | 11.43 |