CBCT Segmentation on Internal Dataset
76.91DSCDiff-UMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Diff-UMambar-CT=with, Params(M)=43.052025.07 | 76.91 | 65.87 | 3.18 | |
| UMamba-Encr-CT=with, Params(M)=42.862025.07 | 74.63 | 63.38 | 3.19 | |
| SegResNetr-CT=with, Params(M)=18.802025.07 | 72.73 | 63.5 | 4.07 | |
| LKM-UNetr-CT=with, Params(M)=63.952025.07 | 72.64 | 62.47 | 3.48 | |
| UMamba-Botr-CT=with, Params(M)=42.122025.07 | 72.47 | 61.85 | 3.83 | |
| SegMambar-CT=with, Params(M)=66.872025.07 | 71.73 | 61.5 | 3.95 | |
| nnUNetv2r-CT=with, Params(M)=30.102025.07 | 71.04 | 61.31 | 4.2 | |
| UNETRr-CT=with, Params(M)=121.402025.07 | 69.56 | 59.61 | 4.24 | |
| SwinUNETRr-CT=with, Params(M)=62.192025.07 | 69.34 | 60.17 | 4.62 | |
| Diff-UMambar-CT=without, Params(M)=43.052025.07 | 59.28 | 49.47 | 7.72 | |
| UMamba-Encr-CT=without, Params(M)=42.862025.07 | 57.44 | 47.96 | 8.68 | |
| SegResNetr-CT=without, Params(M)=18.802025.07 | 56.71 | 46.53 | 7.92 | |
| SwinUNETRr-CT=without, Params(M)=62.192025.07 | 54.67 | 42.68 | 10.34 | |
| UMamba-Botr-CT=without, Params(M)=42.122025.07 | 54.26 | 45.34 | 11.55 | |
| nnUNetv2r-CT=without, Params(M)=30.102025.07 | 52.31 | 43.34 | 11.99 | |
| LKM-UNetr-CT=without, Params(M)=63.952025.07 | 51.48 | 42.19 | 11.82 | |
| SegMambar-CT=without, Params(M)=66.872025.07 | 49.93 | 40.59 | 12.53 | |
| UNETRr-CT=without, Params(M)=121.402025.07 | 43.61 | 33.42 | 23.72 |