datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fev_datasets
Forecast evaluation datasets
This repository contains time series datasets that can be used for evaluation of univariate & multivariate forecasting models.
The main focus of this repository is on datasets that reflect real-world forecasting scenarios, such as those involving covariates, missing values, and other practical complexities.
The datasets follow a format that is compatible with the fev package.
Data format and usage
Each dataset satisfies the following… See the full description on the dataset page: https://huggingface.co/datasets/autogluon/fev_datasets.nli_fever
Overview
The original dataset can be found here
while the Github repo is here.
This dataset has been proposed in Combining fact extraction and verification with neural semantic matching networks. This dataset has been created as a modification
of FEVER.
In the original FEVER setting, the input is a claim from Wikipedia and the expected output is a label.
However, this is different from the standard NLI formalization which is basically a pair-of-sequence to label problem.
To… See the full description on the dataset page: https://huggingface.co/datasets/pietrolesci/nli_fever.climate-fever-decontaminated
climate-fever (Decontaminated)
A decontaminated version of the climate-fever dataset from the BEIR benchmark, with samples found in the mgte-en pre-training dataset removed.
Decontamination methodology
Contamination was detected using a two-pass approach against the full mgte-en dataset (484 GB, 1,235 parquet files):
Pass 1: Exact hash matching
All texts (queries and corpus documents) were normalized (lowercased, unicode NFKD, whitespace collapsed) and hashed… See the full description on the dataset page: https://huggingface.co/datasets/lightonai/climate-fever-decontaminated.fever-decontaminated
fever (Decontaminated)
A decontaminated version of the fever dataset from the BEIR benchmark, with samples found in the mgte-en pre-training dataset removed.
Decontamination methodology
Contamination was detected using a two-pass approach against the full mgte-en dataset (484 GB, 1,235 parquet files):
Pass 1: Exact hash matching
All texts (queries and corpus documents) were normalized (lowercased, unicode NFKD, whitespace collapsed) and hashed with xxHash-64.… See the full description on the dataset page: https://huggingface.co/datasets/lightonai/fever-decontaminated.tl_ts_prompted_mergedfever
Dataset Card for "fever"
FEVER dataset with evidence retrieved by KGAT, see my paper for more info.
Labels are converted to integers with the rule:
"SUPPORTS": 0
"NOT ENOUGH INFO": 1
"REFUTES": 2
fever_ftThe dataset contains a random 0.7/0.1/0.2 train/dev/test splits of fever dataset from BEIR https://github.com/beir-cellar/beir for benchmarking embedding model fine-tuning.
pl_ps_prompted_mergedFEVERfev-bench-lite-n3eval_pick-place-fevi-stik-dataset_v1_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v1_ACT.pick-place-fevi-stik-datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/pick-place-fevi-stik-dataset.so100_pick_and_place_eleves_si_fevrier2026This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/tomduf70/so100_pick_and_place_eleves_si_fevrier2026.eval_pick-place-fevi-stik-dataset_v6_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v6_ACT.eval_pick-place-fevi-stik-dataset_v3_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101_follower",
"total_episodes": 10,
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v3_ACT.eval_pick-place-fevi-stik-dataset_v5_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v5_ACT.eval_pick-place-fevi-stik-dataset_v2_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 10,
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"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v2_ACT.eval_pick-place-fevi-stik-dataset_v8_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v8_ACT.fever-claims-with-evidence-3classeval_pick-place-fevi-stik-dataset_v7_ACTThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"splits": {
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dreamerparadise/eval_pick-place-fevi-stik-dataset_v7_ACT.asia-owid-dengue-fever-deaths
Dengue Fever Deaths | Asia (Our World in Data)
🌏 1,034 observations · 47 Asia countries · 2000–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,034 observations of Dengue Fever Deaths data across 47 Asia countries, spanning 2000–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Dengue Fever Deaths
Geographic coverage
47 Asia countries · top rows shown… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-dengue-fever-deaths.fever_overfit_test
Dataset Card for "fever_overfit_test"
More Information needed
asia-who-yellow-fever-number-of-reported-cases
Yellow fever - number of reported cases | Asia (WHO GHO)
🌏 687 observations · 46 Asia countries · 1996–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 687 observations of Yellow fever - number of reported cases data across 46 Asia countries, spanning 1996–2024, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory
Publisher: World Health Organization
License: cc-by-4.0
Topic: Yellow fever… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-yellow-fever-number-of-reported-cases.top_s_no_women
Garment-filtered subset
Removed whole folders from the original dataset.
004 (Top_S_Seen_3)
005 (Top_S_Seen_4)
Notes
This dataset was created programmatically.
Videos are copied and video paths are rewritten to stay unique after merge.
africa-who-yellow-fever-number-of-reported-cases
Africa — WHO GHO: Yellow fever - number of reported cases | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-yellow-fever-number-of-reported-cases.asia-indonesia-dengue-fever-cases-by-province-2015-2017
Indonesia Dengue Fever cases by province, 2015-2017
Publisher: International Federation of Red Cross and Red Crescent Societies (IFRC) · Source: HDX · License: other-pd-nr · Updated: 2024-05-16
Abstract
This dataset contains the number of Dengue Fever cases, incidence rape per 100,000 population, people death and case fatality rate (CFR) by province (admin 1), 2015-2017. The data was extracted from the Indonesia Health Profile publications (2015-2017) published by the… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-indonesia-dengue-fever-cases-by-province-2015-2017.FEVERChunkRetrievalafrica-owid-dengue-fever-deaths
Dengue Fever Deaths | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-dengue-fever-deaths.africa-who-yellow-fever-vaccine-immunization-coverage-among-1-year-olds
Africa — WHO GHO: Yellow fever vaccine (YFV) immunization coverage among 1-year olds (%) | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-yellow-fever-vaccine-immunization-coverage-among-1-year-olds.africa-cote-d-ivoire-production-de-la-feve-de-cacao-en-cote-d-ivoire-de-1960-a-ed687821
Production De La Feve De Cacao En Cote D Ivoire De 1960 a | Africa (Cote d'Ivoire DataFair)
126 rows - 1 Africa country/area - 1960-2024 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 126 rows from Cote d'Ivoire DataFair, covering Production De La Feve De Cacao En Cote D Ivoire De 1960 a. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-production-de-la-feve-de-cacao-en-cote-d-ivoire-de-1960-a-ed687821.