Shape Classification on ScanObjectNN OBJ-ONLY
89.98AccuracyPointGLA
Evaluation results
| Method | Links | |
|---|---|---|
| PointGLABackbone=GLA, Inference E-T (s)=42.04, Param.(M)=22.242026.06 | 89.98 | |
| TAPreproduced=true2026.06 | 89.5 | |
| PointER-MMbaseline=TAP2026.06 | 89.44 | |
| PointERbaseline=Point-MAE2026.06 | 88.49 | |
| PointERBackbone=RWKV, Inference E-T (s)=27.15, Param.(M)=25.72026.06 | 88.49 | |
| Point-MAEreproduced=true2026.06 | 88.29 | |
| Point-MAE (Rep.)Backbone=Transformer, Inference E-T (s)=38.49, Param.(M)=22.12026.06 | 88.29 | |
| PointER (Sup.)Backbone=RWKV, Inference E-T (s)=27.15, Param.(M)=25.72026.06 | 86.41 | |
| DGCNNParam.=1.8 M2024.12 | 86.2 | |
| Point-GNParam.=0.0 M2024.12 | 86 | |
| PointCNN2024.12 | 85.5 | |
| PointGLA (Sup.)Backbone=GLA, Inference E-T (s)=42.04, Param.(M)=22.242026.06 | 85.37 | |
| PointNet++Param.=1.5 M2024.12 | 84.3 | |
| PointNetParam.=3.5 M2024.12 | 79.2 | |
| Point-NNParam.=0.0 M2024.12 | 74.9 | |
| 3DmFV2024.12 | 73.8 |