Anomaly Detection on Real3D-AD 1.0 (test)
88.2AirplanePatchCore
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PatchCoreBackbone=FPFH2023.11 | 88.2 | 59 | 54.1 | 83.7 | 57.4 | 54.6 | 67.5 | 37 | 50.5 | 58.9 | 44.1 | 56.5 | 59.3 | |
| IMRNetBackbone=Point-MAE2023.11 | 76.2 | 71.1 | 75.5 | 78 | 90.5 | 51.7 | 88 | 67.4 | 60.4 | 66.5 | 67.4 | 77.4 | 72.5 | |
| BTFInput=Raw2023.11 | 73 | 64.7 | 53.9 | 78.9 | 70.7 | 69.1 | 60.2 | 68.6 | 59.6 | 39.6 | 53 | 70.3 | 63.5 | |
| PatchCoreBackbone=PointMAE2023.11 | 72.6 | 49.8 | 66.3 | 82.7 | 78.3 | 48.9 | 63 | 37.4 | 53.9 | 50.1 | 51.9 | 58.5 | 59.4 | |
| RegAD2023.11 | 71.6 | 69.7 | 68.5 | 85.2 | 90 | 58.4 | 91.5 | 41.7 | 76.2 | 58.3 | 50.6 | 82.7 | 70.4 | |
| CPMF2023.11 | 70.1 | 55.1 | 55.2 | 50.4 | 52.3 | 58.2 | 55.8 | 58.9 | 72.9 | 65.3 | 70 | 39 | 58.6 | |
| BTFInput=FPFH2023.11 | 52 | 56 | 63 | 43.2 | 54.5 | 78.4 | 54.9 | 64.8 | 77.9 | 75.4 | 57.5 | 46.2 | 60.3 | |
| M3DM2023.11 | 43.4 | 54.1 | 55.2 | 68.3 | 60.2 | 43.3 | 54 | 64.4 | 49.5 | 69.4 | 55.1 | 45 | 55.2 |