Instance-level Anomaly Detection on MVTec AD 1.0 (test)
90.5IAP (bottle)DeSTSeg
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DeSTSeg2022.11 | 90.5 | 82.5 | 51.1 | 26.7 | 49.4 | 27.3 | 84.5 | 58.6 | 61.6 | 47.4 | 87.7 | 77.6 | 77.5 | 65.3 | 93.6 | 86.5 | 84.8 | 61.1 | 53.6 | 8.6 | 94.7 | 86.5 | 59.8 | 32.1 | 78.3 | 49.6 | 87.8 | 76.4 | 90.6 | 80.3 | 76.4 | 57.8 | |
| DRAEM2022.11 | 90.3 | 84.8 | 47 | 10.8 | 50.7 | 21.4 | 76.8 | 32.3 | 55.5 | 42.3 | 95.7 | 89 | 78.6 | 55 | 92.6 | 83.9 | 46.9 | 41.5 | 68.8 | 33 | 98.9 | 98.2 | 44.7 | 21.5 | 59.3 | 22.8 | 88.4 | 72.6 | 78.7 | 67 | 71.5 | 51.7 | |
| STPM2022.11 | 83.2 | 73.3 | 54.9 | 17.2 | 37.2 | 17.9 | 68.4 | 52.2 | 45.7 | 21 | 64.8 | 56.2 | 46.2 | 24.9 | 83.4 | 81.7 | 72 | 45.5 | 24.4 | 4.2 | 62.9 | 55.3 | 41.9 | 23.4 | 53.4 | 8.5 | 56 | 35.4 | 59.1 | 46.6 | 56.9 | 37.5 | |
| PatchCore2022.11 | 81.8 | 70.1 | 69.2 | 50.6 | 44.2 | 26.9 | 64.4 | 43.7 | 39.1 | 15.6 | 63.8 | 52.5 | 50.1 | 30.1 | 90.1 | 84.6 | 82.7 | 63.5 | 38.4 | 16.3 | 60 | 52.1 | 40.4 | 22.1 | 69.9 | 36.8 | 59.7 | 35.6 | 66 | 52.4 | 61.3 | 43.5 |