SOTAVerified

Time Series Anomaly Detection

Papers

Showing 211220 of 264 papers

TitleStatusHype
A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes0
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection0
A Subspace Method for Time Series Anomaly Detection in Cyber-Physical SystemsCode0
LPC-AD: Fast and Accurate Multivariate Time Series Anomaly Detection via Latent Predictive Coding0
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?0
Diverse Counterfactual Explanations for Anomaly Detection in Time Series0
Stacked Residuals of Dynamic Layers for Time Series Anomaly Detection0
Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection0
Robust Anomaly Detection for Time-series Data0
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection0
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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