SOTAVerified

Time Series Anomaly Detection

Papers

Showing 201210 of 264 papers

TitleStatusHype
Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection0
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly DetectionCode1
Time Series Anomaly Detection by Cumulative Radon FeaturesCode1
Robust Anomaly Detection for Time-series Data0
Time-Series Anomaly Detection with Implicit Neural RepresentationCode1
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection0
Online Time Series Anomaly Detection with State Space Gaussian Processes0
Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection0
Monte Carlo EM for Deep Time Series Anomaly DetectionCode0
DeepFIB: Self-Imputation for 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