Point Cloud Classification on 3DOS Synthetic to Real SR 2 hard
70.2AUROCNF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NFBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 70.2 | 83 | |
| SubArcFaceBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 68.7 | 86.6 | |
| PointCaMBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 65.23 | 85.59 | |
| CEBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 64.6 | 91 | |
| ReActBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 62.8 | 88.8 | |
| ARPL+CSBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 62.8 | 89.5 | |
| MLSBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 62.4 | 88.9 | |
| ODINBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 62.4 | 89 | |
| EnergyBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 62.4 | 88.9 | |
| MSPBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 61.2 | 90.3 | |
| GradNormBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 59.8 | 89.4 | |
| OE+mixupBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 59.5 | 92 | |
| VAEBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 57.9 | 92.3 | |
| Cosine protoBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 57.3 | 91.3 |