Visual Anomaly Detection on MVTec AD (I-ROC, P-ROC)
98I-ROCPatchCore
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchCorevariant=Original2026.03 | 98 | 97 | |
| PaDiMvariant=Original2026.03 | 96 | 98 | |
| PatchCore-Edgevariant=Edge, backbone=MobileNetV22026.03 | 95 | 96 | |
| STFPMvariant=Original2026.03 | 95 | 97 | |
| PaDiM-Edgevariant=Edge, backbone=MobileNetV22026.03 | 94 | 97 | |
| Pastebackbone=MobileNetV22026.03 | 92 | 95 | |
| STFPM-Edgevariant=Edge, backbone=MobileNetV22026.03 | 90 | 96 | |
| PatchCore-Litevariant=Lite, backbone=MobileNetV2, quantization=Product Quantization (m=8, b=8)2026.03 | 86 | 94 | |
| PaDiM-Litevariant=Lite, backbone=MobileNetV2, covariance=Diagonal Approximation2026.03 | 85 | 94 |