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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 11.

Ablation study of the proposed multi-view perspective fusion strategy (MVP) in our framework.

Method mIoU Dice
Swin UNETR + MVP 81.6 ↑ (79.4) 89.8 ↑ (88.5)
MedNeXt + MVP 83.9 ↑ (82.7) 91.2 ↑ (90.5)
SwiFT + MVP 83.4 ↑ (81.5) 91.0 ↑ (89.8)

We apply the proposed strategy on three recent 3D transformer-based approaches and re-conduct the experiments on SHREC dataset. The values inside the parentheses are the original results w/o MVP.