DifferNet

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 DetectiononInsPLAD
Detection AUROC· 2020-08-28
92.46
best: 94.34 (AttentDifferNet (SENet-AlexNet))
SOTA
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows arXiv:2008.12577
Anomaly DetectiononMVTec AD
Detection AUROC· uses extra data· 2020-08-28
94.9
best: 99.9 (GLASS)
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows arXiv:2008.12577
Anomaly DetectiononMVTec AD
FPS· uses extra data· 2020-08-28
2
best: 1016 (CPR-faster(TensorRT))
Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows arXiv:2008.12577