DFR

Reported on 3 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Anomaly DetectiononMVTec AD
FPS· 2020-12-13
20
best: 1016 (CPR-faster(TensorRT))
SOTA
DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation arXiv:2012.07122
Anomaly DetectiononMVTec AD
Detection AUROC· 2020-12-13
93.8
best: 99.9 (GLASS)
DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation arXiv:2012.07122
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2020-12-13
95.5
best: 99.7 (WeakREST-Block)
DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation arXiv:2012.07122