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 |