Anomaly Detection on Anomaly-IntraVariance 1.0 (Group 2)
0.04xbox Anomaly RateBTF
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| BTFInput=Raw2025.05 | 0.04 | 0.125 | 0.023 | 0.011 | 0.042 | 0.011 | 0.006 | 0.03 | 0.036 | |
| M3DMBackbone=PointMAE2025.05 | 0.046 | 0.258 | 0.417 | 0.121 | 0.161 | 0.068 | 0.19 | 0.015 | 0.16 | |
| Reg3D-AD2025.05 | 0.225 | 0.616 | 0.308 | 0.39 | 0.066 | 0.008 | 0.449 | 0.565 | 0.328 | |
| PatchCoreDescriptor=FPFH2025.05 | 0.309 | 0.573 | 0.425 | 0.534 | 0.559 | 0.449 | 0.402 | 0.675 | 0.491 | |
| BTFInput=FPFH2025.05 | 0.436 | 0.43 | 0.34 | 0.415 | 0.418 | 0.504 | 0.597 | 0.587 | 0.466 | |
| PO3AD2025.05 | 0.573 | 0.728 | 0.544 | 0.602 | 0.504 | 0.598 | 0.488 | 0.72 | 0.595 | |
| Ours2025.05 | 0.612 | 0.78 | 0.557 | 0.594 | 0.558 | 0.641 | 0.602 | 0.658 | 0.625 |