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Salesforce
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GiftEval

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Time Series Forecasting

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doyensahoo commited on Nov 6, 2024

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 ## GIFT-Eval
 <!-- Provide a quick summary of the dataset. -->
-![gift eval main figure](artefacts/gifteval.png)
 We present GIFT-Eval, a benchmark designed to advance zero-shot time series forecasting by facilitating evaluation across diverse datasets. GIFT-Eval includes 23 datasets covering 144,000 time series and 177 million data points, with data spanning seven domains, 10 frequencies, and a range of forecast lengths. This benchmark aims to set a new standard, guiding future innovations in time series foundation models.

 ## GIFT-Eval
 <!-- Provide a quick summary of the dataset. -->
+![gift eval main figure](gifteval.png)
 We present GIFT-Eval, a benchmark designed to advance zero-shot time series forecasting by facilitating evaluation across diverse datasets. GIFT-Eval includes 23 datasets covering 144,000 time series and 177 million data points, with data spanning seven domains, 10 frequencies, and a range of forecast lengths. This benchmark aims to set a new standard, guiding future innovations in time series foundation models.