Salesforce/GiftEval

Описание

GIFT-Eval 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. To facilitate the effective pretraining and evaluation…

Описание из Hugging Face, сокращённое.

Файлы (100)

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• ARROWSZ_TAXI/15T/data-00000-of-00001.arrow1,8 МБ
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• ARROWSZ_TAXI/H/data-00000-of-00001.arrow458 кБ
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• ARROWbitbrains_fast_storage/5T/data-00000-of-00001.arrow288 МБ
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• ARROWbizitobs_service/data-00000-of-00001.arrow25 МБ
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• PNGgifteval.png151 кБ
• ARROWhierarchical_sales/D/data-00000-of-00001.arrow846 кБ
• JSONhierarchical_sales/D/dataset_info.json893 Б
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• ARROWhierarchical_sales/W/data-00000-of-00001.arrow125 кБ
• JSONhierarchical_sales/W/dataset_info.json893 Б
• JSONhierarchical_sales/W/state.json250 Б
• ARROWhospital/data-00000-of-00001.arrow271 кБ
• JSONhospital/dataset_info.json881 Б

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