3D Point Cloud Classification on ScanObjectNN Clean (test)
87.8Accuracy (%)APC
Evaluation results
| Method | Links | |
|---|---|---|
| APCBackbone=DGCNN2026.04 | 87.8 | |
| VanillaBackbone=DGCNN2026.04 | 87.4 | |
| ATBackbone=DGCNN2026.04 | 87.3 | |
| SORBackbone=DGCNN2026.04 | 86.7 | |
| VanillaBackbone=PointNet++2026.04 | 86.5 | |
| APCBackbone=PointNet++2026.04 | 86.4 | |
| DUP-NetBackbone=PointNet++2026.04 | 86.2 | |
| HTBackbone=PointNet++2026.04 | 85.8 | |
| HTBackbone=DGCNN2026.04 | 85.7 | |
| SRSBackbone=PointNet++2026.04 | 85.5 | |
| ATBackbone=PointNet++2026.04 | 85.5 | |
| SORBackbone=PointNet++2026.04 | 85.3 | |
| CausalPCBackbone=DGCNN2026.04 | 82.8 | |
| APCBackbone=PointNet2026.04 | 80.6 | |
| VanillaBackbone=PointNet2026.04 | 80.4 | |
| SORBackbone=PointNet2026.04 | 79.7 | |
| ATBackbone=PointNet2026.04 | 79.3 | |
| DUP-NetBackbone=PointNet2026.04 | 79.1 | |
| HTBackbone=PointNet2026.04 | 79.1 | |
| SRSBackbone=PointNet2026.04 | 78.3 | |
| DUP-NetBackbone=DGCNN2026.04 | 77.2 | |
| SRSBackbone=DGCNN2026.04 | 76.4 | |
| CausalPCBackbone=PointNet2026.04 | 75.7 | |
| IF-DefenseBackbone=DGCNN2026.04 | 53.2 | |
| IF-DefenseBackbone=PointNet++2026.04 | 46.6 | |
| IF-DefenseBackbone=PointNet2026.04 | 43.3 |