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ResearchFormerly WizWand

Unsupervised Anomaly Detection on MNIST Heldout Digit 5

95.9AUPRCDAMC-N2CE
11.45233.37655.377.224May 27, 2024
Updated 6mo ago

Evaluation results

MethodLinks
DAMC-N2CEM=100, K=32024.0595.9
DAMC2024.0593.9
DAMC-N2CEM=100, K=12024.0593.5
DAMC-NCE2024.0576.4
MPDR-R2024.0575.7
Adaptive CE2024.0574.2
MPDR-S2024.0574.1
NAE2024.0571.6
JVAEBM2024.0567.6
ABP-LEBM2024.0561.9
BiGAN-σ2024.0551.4
MEG2024.0540.2
VAE2024.0532.5
AE2024.0525.9
IGEBM2024.0520.5
ABP2024.0514.7