SOTAVerified

Time Series Anomaly Detection

Papers

Showing 111120 of 264 papers

TitleStatusHype
Explainable Time Series Anomaly Detection using Masked Latent Generative ModelingCode1
Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain SolutionCode1
k-Parameter Approach for False In-Season Anomaly Suppression in Daily Time Series Anomaly Detection0
Sketching Multidimensional Time Series for Fast Discord Mining0
Time Series Anomaly Detection using Diffusion-based ModelsCode1
Few-shot time-series anomaly detection with unsupervised domain adaptation0
MIM-GAN-based Anomaly Detection for Multivariate Time Series DataCode0
OrionBench: Benchmarking Time Series Generative Models in the Service of the End-User0
Open-Set Multivariate Time-Series Anomaly Detection0
MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection0
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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