SOTAVerified

Time Series Anomaly Detection

Papers

Showing 141150 of 264 papers

TitleStatusHype
Feedforward Neural Network for Time Series Anomaly Detection0
Few-shot time-series anomaly detection with unsupervised domain adaptation0
Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection0
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection0
From CNN to CNN + RNN: Adapting Visualization Techniques for Time-Series Anomaly Detection0
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality0
Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing0
GenIAS: Generator for Instantiating Anomalies in time Series0
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection0
Graph Anomaly Detection in Time Series: A Survey0
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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