SOTAVerified

Time Series Anomaly Detection

Papers

Showing 131140 of 264 papers

TitleStatusHype
Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis0
Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series0
Ensemble Grammar Induction For Detecting Anomalies in Time Series0
Ensemble neuroevolution based approach for multivariate time series anomaly detection0
Evaluation Strategy of Time-series Anomaly Detection with Decay Function0
Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection0
Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection0
Fault Detection in Mobile Networks Using Diffusion Models0
Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection0
Federated Variational Learning for Anomaly Detection in 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