Unknown sample identification on Real-to-Real
84.8AUROCSASep
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SASepBackbone=PointNet++2025.06 | 84.8 | 55 | |
| Cosine protoBackbone=PointNet++2025.06 | 83.6 | 64.9 | |
| ODINBackbone=PointNet++2025.06 | 83.3 | 65.5 | |
| MLSBackbone=PointNet++2025.06 | 83 | 67.4 | |
| ReActBackbone=PointNet++2025.06 | 82.7 | 67.4 | |
| EnergyBackbone=PointNet++2025.06 | 82.6 | 67.3 | |
| SASepBackbone=DGCNN2025.06 | 82 | 62.3 | |
| NFBackbone=PointNet++2025.06 | 81.4 | 65.8 | |
| MSPBackbone=PointNet++2025.06 | 80.8 | 77.2 | |
| GradNormBackbone=PointNet++2025.06 | 80.4 | 67.6 | |
| SubArcFaceBackbone=PointNet++2025.06 | 79.9 | 73.2 | |
| CE (L2)Backbone=PointNet++2025.06 | 79.1 | 75.8 | |
| Cosine protoBackbone=DGCNN2025.06 | 78 | 68.2 | |
| SubArcFaceBackbone=DGCNN2025.06 | 76.7 | 72.9 | |
| ReActBackbone=DGCNN2025.06 | 75.1 | 75.3 | |
| CE (L2)Backbone=DGCNN2025.06 | 74.9 | 74.4 | |
| MLSBackbone=DGCNN2025.06 | 72.6 | 77.3 | |
| ODINBackbone=DGCNN2025.06 | 72.6 | 77.3 | |
| EnergyBackbone=DGCNN2025.06 | 72.6 | 78.1 | |
| MSPBackbone=DGCNN2025.06 | 70.8 | 82.8 | |
| NFBackbone=DGCNN2025.06 | 70.2 | 82.1 | |
| OE+mixupBackbone=DGCNN2025.06 | 69.8 | 85 | |
| OE+mixupBackbone=PointNet++2025.06 | 69 | 86.6 | |
| GradNormBackbone=DGCNN2025.06 | 67.2 | 84.5 |