SOTAVerified

Time Series Anomaly Detection

Papers

Showing 151160 of 264 papers

TitleStatusHype
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection0
Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection0
Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection0
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection0
How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection?0
Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection0
iADCPS: Time Series Anomaly Detection for Evolving Cyber-physical Systems via Incremental Meta-learning0
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
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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