SOTAVerified

Time Series Anomaly Detection

Papers

Showing 141150 of 264 papers

TitleStatusHype
Ensemble neuroevolution based approach for multivariate time series anomaly detection0
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models0
OrionBench: Benchmarking Time Series Generative Models in the Service of the End-User0
Matrix Profile for Anomaly Detection on Multidimensional Time Series0
Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction0
Ensemble Grammar Induction For Detecting Anomalies in Time Series0
MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series0
Towards Experienced Anomaly Detector through Reinforcement Learning0
Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection0
Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models0
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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