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SOTA
Anomaly Detection
Anomaly Detection On Lag
Anomaly Detection On Lag
Metrics
AUC
Results
Performance results of various models on this benchmark
Columns
Model Name
AUC
Paper Title
Repository
F-anoGAN
0.778
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks
PaDiM
0.688
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
-
PANDA
0.789
PANDA: Predicting the change in proteins binding affinity upon mutations using sequence information
-
CCD
0.874
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images
-
IGD
0.796
Deep One-Class Classification via Interpolated Gaussian Descriptor
-
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Anomaly Detection On Lag | SOTA | HyperAI