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Benchmarks
Unsupervised Anomaly Detection on MNIST Heldout Digit 7
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0.857
AUPRC
MPDR-S
0.06972
0.27411
0.4785
0.68289
May 27, 2024
AUPRC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPRC
MPDR-S
2024.05
0.857
MPDR-R
2024.05
0.85
DAMC-N2CE
M=100, K=3
2024.05
0.845
DAMC
2024.05
0.801
NAE
2024.05
0.789
DAMC-N2CE
M=100, K=1
2024.05
0.779
Adaptive CE
2024.05
0.62
DAMC-NCE
2024.05
0.605
JVAEBM
2024.05
0.49
ABP-LEBM
2024.05
0.463
BiGAN-σ
2024.05
0.347
MEG
2024.05
0.29
VAE
2024.05
0.148
ABP
2024.05
0.138
AE
2024.05
0.125
IGEBM
2024.05
0.1
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