SOTAVerified

Time Series Anomaly Detection

Papers

Showing 131140 of 264 papers

TitleStatusHype
Low-count Time Series Anomaly Detection0
CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly DetectionCode1
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly DetectionCode0
ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN0
A Survey of Time Series Anomaly Detection Methods in the AIOps Domain0
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services0
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly DetectionCode1
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions0
Prototypes as Explanation for Time Series Anomaly Detection0
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly DetectionCode1
Show:102550
← PrevPage 14 of 27Next →

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