Bone Segmentation on TotalSegmentator (test)
94.25Dice (Rib)Bonnet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BonnetInitialization=Scratch2026.01 | 94.25 | 99.64 | 94.32 | |
| STU-NetScale=Large, Fine-tuned=true2026.01 | 91.91 | 98.78 | 91.28 | |
| STU-NetScale=Large, Fine-tuned=false2026.01 | 91.54 | 97.96 | 89.21 | |
| STU-NetScale=Base, Fine-tuned=true2026.01 | 91.53 | 97.55 | 89.74 | |
| STU-NetScale=Small, Fine-tuned=true2026.01 | 90.67 | 96.84 | 87.42 | |
| nnU-NetConfig=RAW2026.01 | 90.45 | 97.68 | 90.45 | |
| nnU-NetConfig=Standard2026.01 | 89.4 | 97.82 | 90.12 | |
| STU-NetScale=Base, Fine-tuned=false2026.01 | 88.37 | 97.56 | 90.18 | |
| STU-NetScale=Small, Fine-tuned=false2026.01 | 86.97 | 96.88 | 86.68 | |
| PVCNN2026.01 | 79.5 | 98.82 | 81.66 | |
| SPVCNN2026.01 | 75.35 | 96.27 | 77.76 | |
| PointNet2026.01 | 56.57 | 95.44 | 52.63 |