SOTAVerified

Time Series Anomaly Detection

Papers

Showing 201210 of 264 papers

TitleStatusHype
Graph Anomaly Detection in Time Series: A Survey0
Label-Efficient Interactive Time-Series Anomaly Detection0
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods0
Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series0
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection0
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis0
Deep Baseline Network for Time Series Modeling and Anomaly Detection0
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial VulnerabilityCode0
Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data0
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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