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News/TS-Fault: Benchmarking Time Series Forecasters Against Structural Faults
arxiv
PublishedJune 18, 2026 at 4:00 AM
—neutral

TS-Fault: Benchmarking Time Series Forecasters Against Structural Faults

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arXiv:2606.18539v1 Announce Type: new Abstract: Time series forecasting (TSF) underpins consequential decisions in energy, transportation, finance, and healthcare, yet TSF models are almost universally ranked by a single number (e.g., average error) on clean held-out data, under the implicit assumpt

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