List your company
ResearchFormerly WizWand

Anomaly Detection on CIFAR-10 average of 10 tasks (test)

91.7AUCSup. LinSep-LIS-AE
52.07662.36372.6582.937Oct 25, 2021Oct 28, 2021Nov 1, 2021Nov 4, 2021Nov 8, 2021Nov 11, 2021Nov 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Sup. LinSep-LIS-AEmode=supervised2021.1091.7
LinSep-LIS-AE2021.1088.58
Sup. LIS-AEmode=supervised2021.1083.84
LIS-AE2021.1081.45
FastFlow2021.1166.7
OCGAN2021.1165.6
DSVDD2021.1164.8
OC-DSVDD2021.1064.11
LSA2021.1164.1
AnoGAN2021.1161.8
KDE2021.1161
IF2021.1060.97
Mem-AE2021.1059.31
AnoGAN-FMloss=feature-matching distance2021.1058.8
OC-SVM2021.1158.6
AnoGAN2021.1058.43
VAE2021.1158.3
Linear-AE2021.1057.53
KDE2021.1057.52
VAE2021.1057.34
Sig-RepNNactivation levels (N)=42021.1057.19
AE2021.1057.03
OC-SVMkernel=rbf2021.1056.51
Pixel CNN2021.1155.1
L2-AE2021.1153.6