Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly on Fashion-MNIST

Metric: AUC-ROC (higher is better)

LeaderboardDataset

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#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	IF	0.889	No	-	-	-
2	LVAD	0.884	No	-	-	Code
3	Deep Unsup.	0.884	No	-	-	-
4	DAGMM	0.78	No	-	-	Code
5	RSRAE	0.689	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code

#1IF
0.889
AUC-ROC
No paper
#2LVAD
0.884
AUC-ROC
No paperCode
#3Deep Unsup.
0.884
AUC-ROC
No paper
#4DAGMM
0.78
AUC-ROC
No paperCode
#5RSRAESOTA
0.689
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code