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

Metric: AUC-ROC (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	LVAD	0.938	No	-	-	Code
2	RSRAE	0.851	No	Robust Subspace Recovery Layer for Unsupervised ...	2019-03-30	Code
3	Deep Unsup.	0.847	No	-	-	-
4	IF	0.821	No	-	-	-
5	DAGMM	0.629	No	-	-	Code

#1LVAD
0.938
AUC-ROC
No paperCode
#2RSRAESOTA
0.851
AUC-ROC· 2019-03-30
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection Code
#3Deep Unsup.
0.847
AUC-ROC
No paper
#4IF
0.821
AUC-ROC
No paper
#5DAGMM
0.629
AUC-ROC
No paperCode