Dataset from Hugging Face · Salesforce

Salesforce/GiftEval

License
Apache 2.0commercial use allowedLicense text
This license allows commercial use. Usually you must credit the author; read the license for the exact terms.
Formats
ARROW, JSON, PNG
Size
1.5 GB
Updated
Jan 21, 2025

Description

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…

Description from Hugging Face, shortened.

Files (100)

  • ARROWLOOP_SEATTLE/5T/data-00000-of-00001.arrow130 MB
  • JSONLOOP_SEATTLE/5T/dataset_info.json894 byte
  • JSONLOOP_SEATTLE/5T/state.json250 byte
  • ARROWLOOP_SEATTLE/D/data-00000-of-00001.arrow469 kB
  • JSONLOOP_SEATTLE/D/dataset_info.json885 byte
  • JSONLOOP_SEATTLE/D/state.json250 byte
  • ARROWLOOP_SEATTLE/H/data-00000-of-00001.arrow11 MB
  • JSONLOOP_SEATTLE/H/dataset_info.json891 byte
  • JSONLOOP_SEATTLE/H/state.json250 byte
  • ARROWM_DENSE/D/data-00000-of-00001.arrow687 kB
  • JSONM_DENSE/D/dataset_info.json1.1 kB
  • JSONM_DENSE/D/state.json250 byte
  • ARROWM_DENSE/H/data-00000-of-00001.arrow16 MB
  • JSONM_DENSE/H/dataset_info.json1.1 kB
  • JSONM_DENSE/H/state.json250 byte
  • ARROWSZ_TAXI/15T/data-00000-of-00001.arrow1.8 MB
  • JSONSZ_TAXI/15T/dataset_info.json883 byte
  • JSONSZ_TAXI/15T/state.json250 byte
  • ARROWSZ_TAXI/H/data-00000-of-00001.arrow458 kB
  • JSONSZ_TAXI/H/dataset_info.json880 byte
  • JSONSZ_TAXI/H/state.json250 byte
  • ARROWbitbrains_fast_storage/5T/data-00000-of-00001.arrow288 MB
  • JSONbitbrains_fast_storage/5T/dataset_info.json1.2 kB
  • JSONbitbrains_fast_storage/5T/state.json250 byte
  • ARROWbitbrains_fast_storage/H/data-00000-of-00001.arrow24 MB
  • JSONbitbrains_fast_storage/H/dataset_info.json1.2 kB
  • JSONbitbrains_fast_storage/H/state.json250 byte
  • ARROWbitbrains_rnd/5T/data-00000-of-00001.arrow115 MB
  • JSONbitbrains_rnd/5T/dataset_info.json1.2 kB
  • JSONbitbrains_rnd/5T/state.json250 byte
  • ARROWbitbrains_rnd/H/data-00000-of-00001.arrow9.6 MB
  • JSONbitbrains_rnd/H/dataset_info.json1.2 kB
  • JSONbitbrains_rnd/H/state.json250 byte
  • ARROWbizitobs_application/data-00000-of-00001.arrow1.2 MB
  • JSONbizitobs_application/dataset_info.json1.2 kB
  • JSONbizitobs_application/state.json250 byte
  • ARROWbizitobs_l2c/5T/data-00000-of-00001.arrow1.1 MB
  • JSONbizitobs_l2c/5T/dataset_info.json1.2 kB
  • JSONbizitobs_l2c/5T/state.json250 byte
  • ARROWbizitobs_l2c/H/data-00000-of-00001.arrow95 kB
  • JSONbizitobs_l2c/H/dataset_info.json1.2 kB
  • JSONbizitobs_l2c/H/state.json250 byte
  • ARROWbizitobs_service/data-00000-of-00001.arrow25 MB
  • JSONbizitobs_service/dataset_info.json1.2 kB
  • JSONbizitobs_service/state.json250 byte
  • ARROWcar_parts_with_missing/data-00000-of-00001.arrow601 kB
  • JSONcar_parts_with_missing/dataset_info.json896 byte
  • JSONcar_parts_with_missing/state.json250 byte
  • ARROWcovid_deaths/data-00000-of-00001.arrow228 kB
  • JSONcovid_deaths/dataset_info.json885 byte
  • JSONcovid_deaths/state.json250 byte
  • ARROWelectricity/15T/cache-1318815c7ce7bc45.arrow198 MB
  • ARROWelectricity/15T/cache-178ededf6d74e118.arrow198 MB
  • ARROWelectricity/15T/data-00000-of-00001.arrow198 MB
  • JSONelectricity/15T/dataset_info.json897 byte
  • JSONelectricity/15T/state.json250 byte
  • —electricity/15T/tmpyzhgd9y70 byte
  • —electricity/15T/tmpzmt1e6xh0 byte
  • ARROWelectricity/D/data-00000-of-00001.arrow2.1 MB
  • JSONelectricity/D/dataset_info.json889 byte
  • JSONelectricity/D/state.json250 byte
  • ARROWelectricity/H/data-00000-of-00001.arrow50 MB
  • JSONelectricity/H/dataset_info.json892 byte
  • JSONelectricity/H/state.json250 byte
  • ARROWelectricity/W/data-00000-of-00001.arrow313 kB
  • JSONelectricity/W/dataset_info.json886 byte
  • JSONelectricity/W/state.json250 byte
  • ARROWett1/15T/data-00000-of-00001.arrow1.9 MB
  • JSONett1/15T/dataset_info.json965 byte
  • JSONett1/15T/state.json250 byte
  • ARROWett1/D/data-00000-of-00001.arrow21 kB
  • JSONett1/D/dataset_info.json957 byte
  • JSONett1/D/state.json250 byte
  • ARROWett1/H/data-00000-of-00001.arrow478 kB
  • JSONett1/H/dataset_info.json960 byte
  • JSONett1/H/state.json250 byte
  • ARROWett1/W/data-00000-of-00001.arrow4 kB
  • JSONett1/W/dataset_info.json954 byte
  • JSONett1/W/state.json250 byte
  • ARROWett2/15T/data-00000-of-00001.arrow1.9 MB
  • JSONett2/15T/dataset_info.json965 byte
  • JSONett2/15T/state.json250 byte
  • ARROWett2/D/data-00000-of-00001.arrow21 kB
  • JSONett2/D/dataset_info.json957 byte
  • JSONett2/D/state.json250 byte
  • ARROWett2/H/data-00000-of-00001.arrow478 kB
  • JSONett2/H/dataset_info.json960 byte
  • JSONett2/H/state.json250 byte
  • ARROWett2/W/data-00000-of-00001.arrow4 kB
  • JSONett2/W/dataset_info.json954 byte
  • JSONett2/W/state.json250 byte
  • PNGgifteval.png151 kB
  • ARROWhierarchical_sales/D/data-00000-of-00001.arrow846 kB
  • JSONhierarchical_sales/D/dataset_info.json893 byte
  • JSONhierarchical_sales/D/state.json250 byte
  • ARROWhierarchical_sales/W/data-00000-of-00001.arrow125 kB
  • JSONhierarchical_sales/W/dataset_info.json893 byte
  • JSONhierarchical_sales/W/state.json250 byte
  • ARROWhospital/data-00000-of-00001.arrow271 kB
  • JSONhospital/dataset_info.json881 byte

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