Table 10.
Ablation study on the cluster number of our proposed model on SHREC2021, PolyGA and EMPIAR-10499 dataset.
| SHREC2021 | PolyGA | EMPIAR-10499 | |||||
|---|---|---|---|---|---|---|---|
| mIoU | Dice | mIoU | Dice | Precision | Recall | F1 | |
| 8 | 83.6 | 91.2 | 59.1 | 74.3 | 58.7 | 75.2 | 65.9 |
| 12 | 84.7 | 91.7 | 60.2 | 75.9 | 59.1 | 76.0 | 66.5 |
| 16 | 86.9 | 93.1 | 63.7 | 78.5 | 61.2 | 78.4 | 69.8 |
| 20 | 86.5 | 92.7 | 62.0 | 76.5 | 60.3 | 77.3 | 67.8 |
| 24 | 85.3 | 92.0 | 61.4 | 76.1 | 59.5 | 76.1 | 66.8 |
| 28 | 84.6 | 91.6 | 61.5 | 76.3 | 59.7 | 76.2 | 67.0 |
| 32 | 84.7 | 91.7 | 60.9 | 75.7 | 58.6 | 74.6 | 65.7 |