Bone Segmentation on CT-Spine1K
93.63Dice CoefficientBonnet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BonnetInitialization=Scratch2026.01 | 93.63 | — | — | — | — | |
| STU-NetScale=Large, Fine-tuned=true2026.01 | 90.17 | — | — | — | — | |
| STU-NetScale=Large, Fine-tuned=false2026.01 | 90.11 | — | — | — | — | |
| nnU-NetConfig=Standard2026.01 | 90.06 | — | — | — | — | |
| nnU-NetConfig=RAW2026.01 | 89.84 | — | — | — | — | |
| TotalSegmentatorParameters=49,137,6562026.05 | 89.04 | 81.09 | 86.59 | 93.1 | 89.73 | |
| STU-NetScale=Base, Fine-tuned=true2026.01 | 88.99 | — | — | — | — | |
| STU-NetScale=Base, Fine-tuned=false2026.01 | 88.52 | — | — | — | — | |
| SpineContextResUNetParameters=1,703,8412026.05 | 88.17 | 80.78 | 88.38 | 89.34 | 88.86 | |
| STU-NetScale=Small, Fine-tuned=true2026.01 | 86.44 | — | — | — | — | |
| ResUNetParameters=1,424,5452026.05 | 86.44 | 78.33 | 84.79 | 89.51 | 87.09 | |
| STU-NetScale=Small, Fine-tuned=false2026.01 | 85.97 | — | — | — | — | |
| 3D U-NetParameters=1,788,2742026.05 | 81.32 | 70.59 | 75.59 | 89.97 | 82.16 | |
| SwinUNETRParameters=3,746,5362026.05 | 72.85 | 60.31 | 64.13 | 90.98 | 75.23 | |
| SPVCNN2026.01 | 25.23 | — | — | — | — | |
| PointNet2026.01 | 10.19 | — | — | — | — | |
| PVCNN2026.01 | 1.24 | — | — | — | — |