Organ Segmentation on FLARE22
97.7DSC Liv.CAT
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CAT2024.06 | 97.7 | 96.3 | 97.1 | 89.2 | 90.5 | 88 | 73.6 | 74.3 | 83 | 80.1 | 88.2 | 73.4 | 97.3 | 86.8 | |
| Universal2024.06 | 97.4 | 95.5 | 96.4 | 73.7 | 84.9 | 84.4 | 72.9 | 73.4 | 86 | 76.8 | 88.5 | 74.5 | 96.9 | 84.7 | |
| ZePTOfficial code implementation status=implemented from the official code and trained on the same dataset2024.06 | 96.7 | 95.6 | 96.6 | 84.3 | 90 | 84.4 | 67.2 | 66.8 | 79.6 | 74.2 | 85.2 | 59.1 | 97.2 | 82.8 | |
| CT-SAM3D2024.06 | 95.6 | 95 | 96.1 | 83.6 | 94.5 | 91.8 | 78.4 | 82.5 | 88.4 | 82.9 | 92.3 | 73.2 | 94.8 | 88.4 | |
| MedSAM2024.06 | 93 | 90 | 89.1 | 73.5 | 82.5 | 76.5 | 36 | 48.7 | 56.4 | 64.7 | 84 | 53.9 | 89.7 | 72.2 | |
| SAM-Med2D2024.06 | 91.4 | 83.7 | 83.9 | 58.8 | 60.6 | 18.6 | 10.6 | 27.1 | 32.9 | 28.1 | 72.9 | 45.4 | 86 | 53.8 | |
| SAM2024.06 | 86 | 87.6 | 84.5 | 53.4 | 77.5 | 44.5 | 19.4 | 33.9 | 52.4 | 35.2 | 68 | 44.4 | 82.6 | 59.2 | |
| SAM-Med3D2024.06 | 85.4 | 84.2 | 84.7 | 46.9 | 60.4 | 44.5 | 32.6 | 35.3 | 56 | 32.6 | 46.9 | 27.4 | 84.9 | 55.5 | |
| SegVol2024.06 | 83.9 | 71.7 | 75.9 | 69.4 | 83.1 | 80.3 | 42.1 | 49.7 | 55.6 | 69.6 | 81.1 | 55.6 | 75.1 | 68.7 |