Data · dataset · 2024
Salesforce/GiftEval
Listed in Hugging Face Datasets
GIFT-Eval We present GIFT-Eval, a benchmark designed to advance zero-shot time series forecasting by facilitating evaluation across diverse datasets.
Description
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… See the full description on the dataset page: huggingface.co/datasets/Salesforce/GiftEval.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Salesforce/GiftEval ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2410.10393 arxiv.org/abs/2410.10393 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Salesforce/GiftEval ↗
metadata API · from Hugging Face
Topics
- Stated by source
- timeseries · time series forecasting
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Salesforce/GiftEval | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:timeseries | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:time-series-forecasting | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |