Anomaly Detection on Mastcam (test)
0.803AUC-ROCMINNS
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MINNSlabeled anomaly examples=102021.08 | 0.803 | — | — | — | — | — | — | — | — | — | |
| DevNetlabeled anomaly examples=102021.08 | 0.79 | — | — | — | — | — | — | — | — | — | |
| DeepSADlabeled anomaly examples=102021.08 | 0.707 | — | — | — | — | — | — | — | — | — | |
| FLOSlabeled anomaly examples=102021.08 | 0.703 | — | — | — | — | — | — | — | — | — | |
| DRASetting=Hard setting2022.03 | 0.695 | 0.658 | 0.649 | 0.725 | 0.76 | 0.748 | 0.744 | 0.716 | 0.636 | 0.62 | |
| KDADlabeled anomaly examples=102021.08 | 0.642 | — | — | — | — | — | — | — | — | — | |
| DSVDDlabeled anomaly examples=102021.08 | 0.614 | — | — | — | — | — | — | — | — | — | |
| MINNSSetting=Hard setting2022.03 | 0.603 | 0.419 | 0.687 | 0.651 | 0.705 | 0.697 | 0.635 | 0.551 | 0.502 | 0.577 | |
| DeepSADSetting=Hard setting2022.03 | 0.506 | 0.474 | 0.497 | 0.494 | 0.586 | 0.565 | 0.408 | 0.489 | 0.502 | 0.542 |