Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly on MNIST

Metric: AUC-ROC (higher is better)

LeaderboardDataset

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#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	LVAD	0.904	No	-	-	Code
2	Deep Unsup.	0.835	No	-	-	-
3	IF	0.797	No	-	-	-
4	RSRAE	0.763	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code
5	DAGMM	0.613	No	-	-	Code

#1LVAD
0.904
AUC-ROC
No paperCode
#2Deep Unsup.
0.835
AUC-ROC
No paper
#3IF
0.797
AUC-ROC
No paper
#4RSRAESOTA
0.763
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code
#5DAGMM
0.613
AUC-ROC
No paperCode