Sample-level Anomaly Detection on MVTec (test)
100BottlePatchCore
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PatchCore2023.04 | 100 | 99.5 | 98.1 | 98.7 | 98.2 | 100 | 100 | 100 | 96.6 | 98.1 | 98.7 | 100 | 100 | 99.2 | 99.4 | 99.1 | |
| RD2023.04 | 100 | 95 | 96.3 | 98.9 | 100 | 99.9 | 100 | 100 | 96.6 | 97 | 99.3 | 99.5 | 96.7 | 99.2 | 98.5 | 98.5 | |
| InTra2023.04 | 100 | 84.2 | 86.5 | 98.8 | 100 | 95.7 | 100 | 96.9 | 90.2 | 95.7 | 98.2 | 99.7 | 95.8 | 98 | 99.4 | 95.9 | |
| MMR2023.04 | 100 | 97.8 | 96.9 | 99.6 | 100 | 100 | 100 | 99.9 | 98.2 | 92.5 | 98.7 | 100 | 95.1 | 99.1 | 97.6 | 98.4 | |
| RIAD2023.04 | 99.9 | 81.9 | 88.4 | 84.2 | 99.6 | 83.3 | 100 | 88.5 | 83.8 | 84.5 | 98.7 | 100 | 90.9 | 93 | 98.1 | 91.7 | |
| DRAEM2023.04 | 99.2 | 91.8 | 98.5 | 97 | 99.9 | 100 | 100 | 98.7 | 98.9 | 93.9 | 99.6 | 100 | 93.1 | 99.1 | 100 | 98 | |
| NSA2023.04 | 97.7 | 94.5 | 95.2 | 95.6 | 99.9 | 94.7 | 99.9 | 98.7 | 99.2 | 90.2 | 100 | 100 | 95.1 | 97.5 | 99.8 | 97.2 |