Published June 6, 2026 | Version v1
Model Open

Beyond Fidelity: Assessing Anomaly Preservation in Synthetic Time Series Generation

Authors/Creators

Description

 

  • anomaly_detectors.zip - checkpoints for anomaly detectors TadGAN and WassersteinGAN (WGAN).
  • TSB-AD-M.zip - CSV files with time series data from the TSB-AD framework.
  • generative_models.zip - checkpoints for generative models DDPM, RTSGAN, TTS-GAN, TimeVAE, TimeVAE_v2, TimeVAE_v3.

 

Files

anomaly_detectors.zip

Files (5.6 GB)

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md5:ca4c3141f5e293c39cdb4e508f6b21ed
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md5:7f58182a1ea0a6eee3db8bbcb9ca4b92
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md5:e1e4a335672e81e3424143cc673cfa8b
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Additional details

Dates

Other
2026-06-06