Tumor Segmentation on In-house Colon Tumor Data
36.93DSC (T1)SegVol
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SegVolweights=Official pre-trained weights2024.06 | 36.93 | 42.63 | 60.17 | 49.83 | 50.28 | — | |
| SAM-Med3Dweights=Official pre-trained weights2024.06 | 34.28 | 42.65 | 50.2 | 42.65 | 47.11 | — | |
| CAT2024.06 | 30.62 | 45.61 | 55.85 | 57.37 | 53.35 | 80.96 | |
| ZePTtraining_mode=Implemented from official code and trained on same dataset2024.06 | 23.87 | 34.64 | 50.81 | 51.09 | 46.28 | 155.83 | |
| Swin UNETRtraining_mode=Implemented from official code and trained on same dataset2024.06 | 21.4 | 33.32 | 46.11 | 52.72 | 45.92 | 168.25 | |
| nnUNettraining_mode=Implemented from official code and trained on same dataset2024.06 | 19.51 | 45.06 | 44.87 | 45.54 | 43 | 150.48 | |
| Universal2024.06 | 7.11 | 43.28 | 46.52 | 53.08 | 47.14 | 140.28 |