Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly on CIFAR-10

Metric: AUC-ROC (higher is better)

LeaderboardDataset

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#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	LVAD	0.93	No	-	-	Code
2	RSRAE	0.901	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code
3	Isolation Forest	0.894	No	-	-	-
4	Deep Unsup.	0.841	No	-	-	-
5	Shell-Renormalized	0.74	Yes	-	-	Code
6	DAGMM	0.494	No	-	-	Code

#1LVAD
0.93
AUC-ROC
No paperCode
#2RSRAESOTA
0.901
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code
#3Isolation Forest
0.894
AUC-ROC
No paper
#4Deep Unsup.
0.841
AUC-ROC
No paper
#5Shell-Renormalized
0.74
AUC-ROC· Extra Data
No paperCode
#6DAGMM
0.494
AUC-ROC
No paperCode