Multi-class Tooth Segmentation on External CBCT scans combined In-house TF2
98.9DSC (In-house)VSmTrans
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VSmTransType=Semantic2025.07 | 98.9 | 97.7 | 93.2 | 93.5 | 93.5 | 9.06 | |
| V-NetType=Semantic2025.07 | 98.9 | 97.8 | 93.7 | 93.8 | 93.5 | 1.96 | |
| ResUNet34Type=Semantic2025.07 | 98.4 | 97.5 | 93.5 | 93.4 | 93.3 | 2.19 | |
| Swin SMTType=Semantic2025.07 | 98.1 | 96.8 | 92.8 | 92.9 | 92.3 | 2.93 | |
| Swin UNETRv2Type=Semantic2025.07 | 98.1 | 97.3 | 92.7 | 93.2 | 93.1 | 2.42 | |
| Swin UNETRType=Semantic2025.07 | 97.9 | 96.6 | 92.8 | 92.6 | 92.6 | 3.41 | |
| U-NetType=Semantic2025.07 | 95.6 | 93.5 | 87.8 | 88.7 | 88.3 | 21.78 | |
| GEPAR3DType=Instance-based multi-class segmentation2025.07 | 95.5 | 95.1 | 94.3 | 95 | 93.9 | 1.44 | |
| SGANetType=Semantic2025.07 | 92.2 | 92.9 | 91.9 | 92.2 | 83.8 | 2.18 | |
| TSG-GCNType=Semantic2025.07 | 89.3 | 91 | 87.8 | 89.2 | 76.8 | 2.47 | |
| ToothSegType=Instance-based multi-class segmentation2025.07 | 89.3 | 93.6 | 89.8 | 90.4 | 80.2 | 2.84 | |
| MWTNetType=Instance2025.07 | 87.4 | 84.3 | 89.3 | 87.4 | 73.9 | 2.29 | |
| Jang et al.Type=Instance2025.07 | 83.5 | 82.6 | 82.5 | 83 | 75.6 | 3.07 |