Inference Speed on MVTec AD (test)
108.1FPSReduced Student
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Reduced StudentImplementation=Anomalib, Backbone=ResNet-18 (first three blocks), Resolution=256x2562023.06 | 108.1 | 9.2 | |
| STPMImplementation=Anomalib2023.06 | 83.2 | 12 | |
| RDExtractor=Resnet182024.03 | 62 | 16 | |
| CSEExtractor=EfficientNet-b32024.03 | 56 | 18 | |
| RDExtractor=WideResnet502024.03 | 33 | 30 | |
| FastFlowImplementation=Anomalib2023.06 | 21.8 | 45.9 | |
| FastFlowExtractor=WideResnet502024.03 | 21.8 | 45.9 | |
| PatchCoreImplementation=Anomalib2023.06 | 5.8 | 172 | |
| PatchCoreExtractor=WideResnet502024.03 | 5.8 | 172 |