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Zhaorong Deng

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#machine learning Preprint Sep 2025

Fidel-TS: A High-Fidelity Multimodal Benchmark for Time Series Forecasting

Fidel-TS is introduced, a new large-scale benchmark built from the core principles of high-fidelity benchmarking, focusing on data sourcing integrity, leak-free design, and structural clarity, to address the evaluation of time series forecasting models.

Zhijian Xu, Wanxu Cai, Xilin Dai et al. · 8 citations

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