SOTAVerified

Time Series Anomaly Detection

Papers

Showing 111120 of 264 papers

TitleStatusHype
Applying Quantum Autoencoders for Time Series Anomaly Detection0
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality0
Algorithmic Recourse for Anomaly Detection in Multivariate Time Series0
Impact of Deep Learning Libraries on Online Adaptive Lightweight Time Series Anomaly Detection0
Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection0
Improving Robustness on Seasonality-Heavy Multivariate Time Series Anomaly Detection0
From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection0
A Bi-LSTM Autoencoder Framework for Anomaly Detection -- A Case Study of a Wind Power Dataset0
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions0
Learning Representation for Anomaly Detection of Vehicle Trajectories0
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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