SOTAVerified

Time Series Anomaly Detection

Papers

Showing 191200 of 264 papers

TitleStatusHype
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection0
Context-aware Domain Adaptation for Time Series Anomaly Detection0
RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning0
Unsupervised Anomaly Detection in Time-series: An Extensive Evaluation and Analysis of State-of-the-art Methods0
Robust Anomaly Detection for Time-series Data0
Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data0
Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series0
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks0
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions0
RoLA: A Real-Time Online Lightweight Anomaly Detection System for 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