3D Tooth Segmentation on Dental CBCT (test)
92.3DSCFull-Precision nnUNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full-Precision nnUNetSize (MB)=1024, Time (s)=8.22026.05 | 92.3 | 86.1 | 89.7 | 94.2 | 91.5 | 3.1 | |
| TopoNetSize (MB)=896, Time (s)=7.52026.05 | 91.8 | 85.2 | 88.9 | 93.1 | 90.2 | 4.3 | |
| Topology-Constrained Quantized nnUNetSize (MB)=256, Time (s)=2.42026.05 | 91.5 | 84.9 | 88.6 | 93.8 | 91 | 3.9 | |
| QAT-nnUNetSize (MB)=256, Time (s)=2.32026.05 | 90.1 | 82.3 | 86.2 | 85.4 | 83.7 | 9.5 | |
| Post-Training QuantSize (MB)=256, Time (s)=2.12026.05 | 88.7 | 80.2 | 83.4 | 82.6 | 78.3 | 12.8 |