Point Cloud Feature Detection on ABC dataset 6000 models (test)
0.197Hausdorff DistanceRWoDSN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RWoDSNNoise Level=None2026.04 | 0.197 | 64 | 64 | 0.715 | 78.4 | 76.9 | 0.0073 | 3.431 | 0.142 | |
| RWoDSNNoise Level=12026.04 | 0.227 | 34.3 | 34.3 | 0.417 | 39.5 | 79.4 | 0.0099 | 4.125 | 0.241 | |
| RWoDSNNoise Level=32026.04 | 0.228 | 32.9 | 32.9 | 0.371 | 38 | 77.5 | 0.011 | 4.29 | 0.227 | |
| RWoDSNNoise Level=52026.04 | 0.228 | 31.9 | 31.9 | 0.339 | 36.9 | 75 | 0.0118 | 4.465 | 0.205 | |
| EC-Net2026.04 | 0.248 | 6.9 | 6.6 | -0.084 | 8.1 | 42.1 | 0.0226 | 7.593 | 0.181 | |
| SGLBP2026.04 | 0.252 | 25.8 | 25.5 | 0.275 | 35 | 54.3 | 0.0177 | 6.016 | 0.262 | |
| NerVE2026.04 | 0.252 | 38.8 | 38.8 | 0.541 | 89.4 | 40.1 | 0.0153 | 4.584 | 0.191 | |
| PBRG2026.04 | 0.316 | 20.8 | 20.6 | 0.261 | 34.9 | 40.8 | 0.0224 | 8.602 | 0.302 | |
| PIENet2026.04 | 0.354 | 5.5 | 7 | 0.161 | 30.9 | 8.2 | 0.0473 | 14.151 | 0.465 | |
| BE2026.04 | 0.486 | 3.8 | 16.5 | 0.182 | 27.1 | 46.9 | 0.0324 | 8.255 | 0.338 |