Contrastive accuracy, the fraction of augmented sequence pairs that are mutual nearest neighbors in embedding space, correlates with downstream accuracy of time series foundation models in UCR experiments.
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Measuring Pre-training Data Quality without Labels for Time Series Foundation Models
Contrastive accuracy, the fraction of augmented sequence pairs that are mutual nearest neighbors in embedding space, correlates with downstream accuracy of time series foundation models in UCR experiments.