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MixBench-TS: A Multivariate Time Series Forecasting Benchmark Where Channel Mixing Pays Off

Abdelmalak, Ibram et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Multivariate Time Series Forecasting (MTSF) models that mix information across channels assume that the past of one channel carries information about the future of another. Yet they are evaluated on a small fixed set of standard datasets whose cross-channel structure is rarely examined. We ask two q
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