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ResearchFormerly WizWand

Unsupervised Anomaly Detection on MNIST Heldout Digit 9

85.4AUPRCDAMC-N2CE
4.825.72546.6567.575May 27, 2024
Updated 6mo ago

Evaluation results

MethodLinks
DAMC-N2CEM=100, K=32024.0585.4
DAMC2024.0570.5
DAMC-N2CEM=100, K=12024.0569.9
MPDR-R2024.0556.9
DAMC-NCE2024.0550.2
Adaptive CE2024.0549.9
MPDR-S2024.0547.8
NAE2024.0544.1
ABP-LEBM2024.0541.3
JVAEBM2024.0538.3
MEG2024.0534.2
BiGAN-σ2024.0530.7
AE2024.0511.3
VAE2024.0510.4
ABP2024.0510.2
IGEBM2024.057.9