Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly on STL-10

Metric: AUC-ROC (higher is better)

LeaderboardDataset

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#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	Shell-Renormalized	0.997	Yes	-	-	Code
2	LVAD	0.979	No	-	-	Code
3	RSRAE	0.972	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code
4	Deep Unsup.	0.906	No	-	-	-
5	DAGMM	0.826	No	-	-	Code
6	IF	0.797	No	-	-	-

#1Shell-Renormalized
0.997
AUC-ROC· Extra Data
No paperCode
#2LVAD
0.979
AUC-ROC
No paperCode
#3RSRAESOTA
0.972
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code
#4Deep Unsup.
0.906
AUC-ROC
No paper
#5DAGMM
0.826
AUC-ROC
No paperCode
#6IF
0.797
AUC-ROC
No paper