Anomaly Localization on MVTecAD one-for-one setting
99.4Carpet ScoreFastFlow
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FastFlowMethod Category=NF Based, Evaluation Setting=one-for-one2024.03 | 99.4 | 98.3 | 99.5 | 96.3 | 97 | 97.7 | 98.4 | 99.1 | 99.1 | 98.5 | 99.2 | 99.4 | 98.9 | 97.3 | 98.7 | 98.5 | |
| CFLOWMethod Category=NF Based, Evaluation Setting=one-for-one2024.03 | 99.3 | 99 | 99.7 | 98 | 96.7 | 99 | 97.6 | 99 | 98.9 | 98.6 | 99 | 98.9 | 99 | 98 | 99.1 | 98.6 | |
| PaDiMMethod Category=Baseline, Evaluation Setting=one-for-one2024.03 | 99 | 97.1 | 99 | 94.1 | 94.1 | 98.2 | 96.7 | 98.6 | 98.1 | 97.3 | 95.7 | 98.4 | 98.8 | 97.6 | 98.4 | 97.4 | |
| PMADMethod Category=Unified, Evaluation Setting=one-for-one2024.03 | 98.8 | 96.3 | 99.2 | 94.4 | 93.3 | 98.4 | 97.5 | 98.6 | 98.8 | 97.5 | 95.5 | 91.4 | 98.2 | 97.8 | 96.7 | 96.8 | |
| UniADMethod Category=Unified, Evaluation Setting=one-for-one2024.03 | 98 | 94.6 | 98.3 | 91.8 | 93.4 | 98.1 | 96.8 | 97.9 | 98.8 | 95.7 | 95.1 | 97.4 | 97.8 | 98.7 | 96 | 96.6 | |
| MKDMethod Category=Baseline, Evaluation Setting=one-for-one2024.03 | 95.6 | 91.8 | 98.1 | 82.8 | 84.8 | 96.3 | 82.4 | 95.9 | 94.6 | 86.4 | 89.6 | 96 | 96.1 | 76.5 | 93.9 | 90.7 | |
| DRAEMMethod Category=Baseline, Evaluation Setting=one-for-one2024.03 | 95.5 | 99.7 | 98.6 | 99.2 | 96.4 | 99.1 | 94.7 | 94.3 | 99.7 | 99.5 | 97.6 | 97.6 | 98.1 | 90.9 | 98.8 | 97.3 |