SOTAVerified

Time Series Anomaly Detection

Papers

Showing 231240 of 264 papers

TitleStatusHype
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection0
Ensemble neuroevolution based approach for multivariate time series anomaly detection0
OnlineSTL: Scaling Time Series Decomposition by 100x0
Time Series Anomaly Detection for Smart Grids: A Survey0
Spliced Binned-Pareto Distribution for Robust Modeling of Heavy-tailed Time SeriesCode0
Time Series Anomaly Detection with label-free Model Selection0
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms0
StackVAE-G: An efficient and interpretable model for time series anomaly detectionCode0
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning0
How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection?0
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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