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Time Series Anomaly Detection

Papers

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Showing 1–10 of 264 papers

TitleStatusHype
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at ScaleCode0
Benchmarking Unsupervised Strategies for Anomaly Detection in Multivariate Time SeriesCode0
TAB: Unified Benchmarking of Time Series Anomaly Detection MethodsCode2
Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series—0
Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series—0
Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network—0
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection—0
CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series—0
Quantum Autoencoder for Multivariate Time Series Anomaly Detection—0
DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly DetectionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CARLAAUPR0.68—Unverified