FAPM

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· uses extra data· 2022-11-14
44.1
best: 1016 (CPR-faster(TensorRT))
SOTA
FAPM: Fast Adaptive Patch Memory for Real-time Industrial Anomaly Detection arXiv:2211.07381
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2022-11-14
99
best: 99.9 (GLASS)
FAPM: Fast Adaptive Patch Memory for Real-time Industrial Anomaly Detection arXiv:2211.07381
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2022-11-14
98
best: 99.7 (WeakREST-Block)
FAPM: Fast Adaptive Patch Memory for Real-time Industrial Anomaly Detection arXiv:2211.07381