SOTAVerified

Time Series Anomaly Detection

Papers

Showing 181190 of 264 papers

TitleStatusHype
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services0
Refining Time Series Anomaly Detectors using Large Language Models0
RePAD2: Real-Time, Lightweight, and Adaptive Anomaly Detection for Open-Ended Time Series0
ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series0
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning0
Robust Anomaly Detection for Time-series Data0
Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data0
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks0
RoLA: A Real-Time Online Lightweight Anomaly Detection System for Multivariate Time Series0
RSM-GAN: A Convolutional Recurrent GAN for Anomaly Detection in Contaminated Seasonal Multivariate Time Series0
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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