Bone Segmentation on TotalSegmentator 89 scans (test)
94.25Dice (Rib)Bonnet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BonnetForward (s)=2.692026.01 | 94.25 | 99.64 | 94.32 | 94.91 | |
| STU-Net-Lfine-tuned=true, Forward (s)=78.122026.01 | 91.91 | 98.78 | 91.28 | 95.52 | |
| STU-Net-LForward (s)=77.722026.01 | 91.54 | 97.96 | 89.21 | 94.94 | |
| STU-Net-Bfine-tuned=true, Forward (s)=74.862026.01 | 91.53 | 97.55 | 89.74 | 94.41 | |
| STU-Net-Sfine-tuned=true, Forward (s)=71.452026.01 | 90.67 | 96.84 | 87.42 | 93.58 | |
| nnU-NetHU-based masking=false, Forward (s)=92.832026.01 | 90.45 | 97.68 | 90.45 | 94.13 | |
| nnU-NetHU-based masking=true, Forward (s)=66.872026.01 | 89.4 | 97.82 | 90.12 | 94.54 | |
| STU-Net-BForward (s)=74.922026.01 | 88.37 | 97.56 | 90.18 | 94.31 | |
| STU-Net-SForward (s)=71.322026.01 | 86.97 | 96.88 | 86.68 | 92.72 | |
| PVCNNForward (s)=8.832026.01 | 79.5 | 98.82 | 81.66 | 89.93 | |
| SPVCNNForward (s)=1.052026.01 | 75.35 | 96.27 | 77.76 | 85.39 | |
| PointNetForward (s)=4.512026.01 | 56.57 | 95.44 | 52.63 | 75.24 |