SOTAVerified

Time Series Anomaly Detection

Papers

Showing 161170 of 264 papers

TitleStatusHype
Sketching Multidimensional Time Series for Fast Discord Mining0
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
DDMT: Denoising Diffusion Mask Transformer Models for Multivariate Time Series Anomaly Detection0
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection0
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly Detection0
Algorithmic Recourse 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