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ResearchFormerly WizWand

Unsupervised Anomaly Detection on MNIST (Heldout Digit 1)

95.9AUPRCDAMC-N2CE
2.61226.83151.0575.269May 27, 2024
Updated 6mo ago

Evaluation results

MethodLinks
DAMC-N2CEM=100, K=32024.0595.9
DAMC-N2CEM=100, K=12024.0591
MPDR-R2024.0584.4
NAE2024.0580.2
MPDR-S2024.0576.4
DAMC-NCE2024.0570.2
DAMC2024.0568.4
Adaptive CE2024.0553.1
ABP-LEBM2024.0533.6
JVAEBM2024.0529.7
BiGAN-σ2024.0528.7
MEG2024.0528.1
IGEBM2024.0510.1
ABP2024.059.5
VAE2024.056.3
AE2024.056.2