Patch-SVDD

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· 2020-06-29
2.1
best: 1016 (CPR-faster(TensorRT))
SOTA
Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation arXiv:2006.16067
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2020-06-29
92.1
best: 99.9 (GLASS)
Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation arXiv:2006.16067
Anomaly DetectiononMVTec AD
Segmentation AUROC· uses extra data· 2020-06-29
95.7
best: 99.7 (WeakREST-Block)
Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation arXiv:2006.16067