| mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale | Jun 26, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| Benchmarking Unsupervised Strategies for Anomaly Detection in Multivariate Time Series | Jun 25, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| TAB: Unified Benchmarking of Time Series Anomaly Detection Methods | Jun 22, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 2 |
| Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series | May 30, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series | May 16, 2025 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Anomaly Detection for Non-stationary Time Series using Recurrent Wavelet Probabilistic Neural Network | May 16, 2025 | Anomaly DetectionDecoder | —Unverified | 0 |
| FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection | May 2, 2025 | Anomaly DetectionTime Series | —Unverified | 0 |
| CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series | May 1, 2025 | Anomaly DetectionMeta-Learning | —Unverified | 0 |
| Quantum Autoencoder for Multivariate Time Series Anomaly Detection | Apr 24, 2025 | Anomaly DetectionData Compression | —Unverified | 0 |
| DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection | Apr 19, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
