3D Segmentation on UTSW Source (ID)
80Dice Similarity Coefficient (DSC)TRACE-Seg3D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TRACE-Seg3DCategory=Ours2026.07 | 80 | 9.182 | |
| ICMSegCategory=Domain2026.07 | 78.6 | 8.82 | |
| CauSSLCategory=Causal2026.07 | 78.4 | 8.79 | |
| CausalADCategory=Causal2026.07 | 77.9 | 9.03 | |
| CSDGCategory=Domain2026.07 | 76.5 | 9.47 | |
| MedNeXtCategory=3D Seg.2026.07 | 75.9 | 9.64 | |
| DMFNetCategory=3D Seg.2026.07 | 74.8 | 10.22 | |
| CausalCLIPSegCategory=Causal2026.07 | 74.4 | 10.24 | |
| CiSegCategory=Domain2026.07 | 73.9 | 10.51 | |
| UNETRCategory=3D Seg.2026.07 | 72.8 | 11.34 | |
| SegFormer3DCategory=3D Seg.2026.07 | 71.4 | 12.03 | |
| CauAugCategory=Domain2026.07 | 71.1 | 11.82 | |
| CF-SegCategory=Causal2026.07 | 66.8 | 13.18 | |
| nnU-NetCategory=3D Seg.2026.07 | 63.9 | 15.76 |