Shape Classification on ScanObjectNN (SONN) PB_T50_RS (test)
88.6OASPoTr
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPoTrYear=20232023.03 | 88.6 | 86.8 | |
| RepSurf-UYear=20222023.03 | 86 | 83.1 | |
| PointMLPYear=20222023.03 | 85.7 | 84.4 | |
| CTYear=20212023.03 | 85.5 | 83.1 | |
| Point-MAE2026.06 | 85.18 | — | |
| PointERpre-training=Point-MAE2026.06 | 84.93 | — | |
| PointMamba2026.06 | 84.87 | — | |
| MaskPoint2026.06 | 84.6 | — | |
| Point-BERT2026.06 | 83.07 | — | |
| MVTNYear=20212023.03 | 82.8 | — | |
| PointERmode=Sup.2026.06 | 82.55 | — | |
| PRA-NetYear=20212023.03 | 81 | 77.9 | |
| GBNetYear=20212023.03 | 80.5 | 77.8 | |
| SimpleViewYear=20212023.03 | 80.5 | — | |
| DRNetYear=20212023.03 | 80.3 | 78 | |
| Transformer+OcCo2026.06 | 78.79 | — | |
| PointCNNYear=20182023.03 | 78.5 | 75.1 | |
| DGCNNYear=20192023.03 | 78.1 | 73.6 | |
| DGCNN2026.06 | 78.1 | — | |
| PointNet++Year=20172023.03 | 77.9 | 75.4 | |
| PointNet++2026.06 | 77.9 | — | |
| Transformer2026.06 | 77.24 | — | |
| SpiderCNNYear=20182023.03 | 73.7 | 69.8 | |
| PointNetYear=20172023.03 | 68.2 | 63.4 | |
| PointNet2026.06 | 68 | — |