Anomaly Detection on MVTec-AD standard (test)
99.8I-AUROCDDAD
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DDADMethod Category=Reconstruction-based2024.06 | 99.8 | 99.3 | 100 | 100 | 100 | 100 | 100 | 99.4 | 99.4 | 100 | 100 | 100 | 99 | 100 | 100 | 100 | 99.8 | |
| SimpleNetMethod Category=Embedding-based2024.06 | 99.6 | 99.7 | 99.7 | 100 | 99.8 | 100 | 100 | 99.9 | 97.7 | 100 | 100 | 99 | 98.2 | 99.7 | 100 | 99.9 | 99.6 | |
| GLADMethod Category=Reconstruction-based2024.06 | 99.3 | 99 | 100 | 100 | 100 | 99.4 | 100 | 99.9 | 99.5 | 100 | 100 | 98.1 | 96.9 | 100 | 98.3 | 98.5 | 99.3 | |
| PatchCoreMethod Category=Embedding-based2024.06 | 99.1 | 98.7 | 98.2 | 100 | 98.7 | 99.2 | 100 | 99.5 | 98.1 | 100 | 100 | 96.6 | 98.1 | 100 | 100 | 99.4 | 99.1 | |
| DiffADMethod Category=Reconstruction-based2024.06 | 98.7 | 98.3 | 100 | 100 | 100 | 100 | 100 | 94.6 | 97.5 | 100 | 100 | 97.7 | 97.2 | 100 | 96.1 | 100 | 98.7 | |
| RD4ADMethod Category=Embedding-based2024.06 | 98.5 | 98.9 | 100 | 100 | 99.3 | 99.2 | 100 | 95 | 96.3 | 99.9 | 100 | 99.6 | 97 | 99.5 | 96.7 | 98.5 | 98.5 | |
| OCR-GANMethod Category=Reconstruction-based2024.06 | 98.3 | 99.4 | 99.6 | 97.1 | 95.5 | 95.7 | 99.6 | 99.1 | 96.2 | 98.5 | 99.5 | 98.3 | 100 | 98.7 | 98.3 | 99 | 98.3 | |
| DRAEMMethod Category=Reconstruction-based2024.06 | 98 | 97 | 99.9 | 100 | 99.6 | 99.1 | 99.2 | 91.8 | 98.5 | 100 | 98.7 | 98.9 | 93.9 | 100 | 93.1 | 100 | 98 |