Tumor Segmentation on MSD (Abdomen Organs)
72.73Liver DSCCAT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CAT2024.06 | 72.73 | 34.64 | 49.67 | 15.56 | 70.11 | 33.44 | 48.31 | 108.26 | |
| Swin UNETRtraining_mode=Implemented from official code and trained on same dataset2024.06 | 68.67 | 42.54 | 41.77 | 22.87 | 63.32 | 44.02 | 39.35 | 161.26 | |
| ZePTtraining_mode=Implemented from official code and trained on same dataset2024.06 | 68.58 | 43.23 | 44.39 | 19.47 | 68.12 | 33.94 | 40.38 | 113.07 | |
| nnUNettraining_mode=Implemented from official code and trained on same dataset2024.06 | 66.42 | 42.29 | 43.5 | 25.8 | 66.9 | 47.59 | 41.41 | 153.06 | |
| SegVolweights=Official pre-trained weights2024.06 | 66.2 | — | 46.36 | — | 68.57 | — | 60.63 | — | |
| Universal2024.06 | 65.68 | 63.31 | 45.72 | 16.58 | 66.31 | 51.47 | 42.26 | 115.4 | |
| SAM-Med3Dweights=Official pre-trained weights2024.06 | 44.78 | — | 40.05 | — | 44.86 | — | 39.23 | — |