SOTAVerified

Time Series Anomaly Detection

Papers

Showing 171180 of 264 papers

TitleStatusHype
Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing0
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models0
Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models0
Low-count Time Series Anomaly Detection0
Multivariate Time Series Anomaly Detection: Fancy Algorithms and Flawed Evaluation MethodologyCode0
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly DetectionCode0
ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN0
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain0
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services0
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TimeVQVAE-ADaccuracy0.71Unverified
2Matrix Profile STUMPYaccuracy0.51Unverified
3MDIaccuracy0.47Unverified
4Matrix Profile SCRIMPaccuracy0.42Unverified
5RCFaccuracy0.39Unverified
6IFaccuracy0.38Unverified
7Convolutional AEaccuracy0.35Unverified
8SR-CNNaccuracy0.3Unverified
9USADaccuracy0.28Unverified
10AEaccuracy0.24Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.3Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.5Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.45Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.51Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.68Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.13Unverified
#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.65Unverified