SOTAVerified

Time Series Anomaly Detection

Papers

Showing 221230 of 264 papers

TitleStatusHype
Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data0
Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models0
Time Series Anomaly Detection for Smart Grids: A Survey0
Time Series Anomaly Detection in Smart Homes: A Deep Learning Approach0
A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series0
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning0
Applying Quantum Autoencoders for Time Series Anomaly Detection0
Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art0
Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection0
A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis0
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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