Point cloud classification on 3DOS Synthetic to Real SR 1 easy
77.04AUROCPointCaM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PointCaMBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 77.04 | 87.52 | |
| SubArcFaceBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 74.5 | 86.7 | |
| NFBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 72.5 | 81.6 | |
| MSPBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 72.2 | 91 | |
| ARPL+CSBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 71.5 | 90.2 | |
| OE+mixupBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 71.1 | 89.6 | |
| MLSBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 69 | 92.2 | |
| ODINBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 69 | 92.2 | |
| EnergyBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 68.8 | 92.7 | |
| VAEBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 68.6 | 77 | |
| ReActBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 68.4 | 92.1 | |
| CEBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 67.5 | 87.4 | |
| GradNormBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 67 | 93.5 | |
| Cosine protoBackbone=DGCNN, Hyperparameters=beta=[0.4, 0.6], alpha=0.12022.12 | 58.6 | 90.6 |