Fastflow

Reported on 3 benchmarks across 1 task · 1 paper

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

Methodology3 results

Anomaly DetectiononMVTec AD
Detection AUROC· 2021-11-15
99.4
best: 99.9 (GLASS)
FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows arXiv:2111.07677
Anomaly DetectiononMVTec AD
FPS· 2021-11-15
21.8
best: 1016 (CPR-faster(TensorRT))
FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows arXiv:2111.07677
Anomaly DetectiononMVTec AD
Segmentation AUROC· 2021-11-15
98.5
best: 99.7 (WeakREST-Block)
FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows arXiv:2111.07677