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. 2025 Jan 6;20(1):e0314086. doi: 10.1371/journal.pone.0314086

Table 5. Ablation study on different channel & stage and number of neighboring point.

Number of Neighbors(k) OA(%) mAcc(%)
12 92.0 88.6
16 92.8 90.2
20 93.3 91.1
24 93.1 90.7
40 93.0 90.3
Network depth (stage & channel) OA(%) mAcc(%)
64-64-64 92.7 89.8
64-64-128-256 93.0 90.1
64-64-128-128-256 93.3 91.1
64-64-128-64-128-256 93.1 90.5