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. Author manuscript; available in PMC: 2026 Apr 9.
Published in final edited form as: Knowl Based Syst. 2025 Nov 12;331:114810. doi: 10.1016/j.knosys.2025.114810

Table 10.

Ablation study on the cluster number K of our proposed model on SHREC2021, PolyGA and EMPIAR-10499 dataset.

SHREC2021 PolyGA EMPIAR-10499
K 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