datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
amazon_counterfactual
AmazonCounterfactualClassification
An MTEB dataset
Massive Text Embedding Benchmark
A collection of Amazon customer reviews annotated for counterfactual detection pair classification.
Task category
t2c
Domains
Reviews, Written
Reference
https://arxiv.org/abs/2104.06893
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code:
import mteb
task = mteb.get_tasks(["AmazonCounterfactualClassification"])… See the full description on the dataset page: https://huggingface.co/datasets/mteb/amazon_counterfactual.CounterStrike2Skins
Dataset Card for Counter-Strike 2 Skins Database
Dataset Summary
This dataset contains a comprehensive collection of all skins from Counter-Strike 2. It includes metadata and 1534 high-quality PNG images for each skin. The dataset is useful for researchers, developers, building applications related to CS2 skins.
Dataset Structure
Data Format
The dataset is provided in JSON format, where each entry represents a skin with associated metadata:
{… See the full description on the dataset page: https://huggingface.co/datasets/While402/CounterStrike2Skins.CountBenchQAThis dataset was introduced in PaliGemma for evaluating counting in vision language models. This version only includes 491 images from the original CountBench dataset, since some of the original URLs can no longer be accessed.
Original Description
CountBench: We introduce a new object counting benchmark called CountBench,
automatically curated (and manually verified) from the publicly available
LAION-400M image-text dataset. CountBench contains a total of 540 images
containing… See the full description on the dataset page: https://huggingface.co/datasets/vikhyatk/CountBenchQA.amazon_counterfactual_en
Amazon Counterfactual Statements
This dataset is the en-ext split from SetFit/amazon_counterfactual. As the original test set is rather small (1333 examples), a different split was created with 50-50 for training & testing.
The dataset is described in amazon-multilingual-counterfactual-dataset / Paper
It contains statements from Amazon reviews about events that did not or cannot take place.
CS2CD.Counter-Strike_2_Cheat_Detection
Counter Strike 2 Cheat Detection Dataset
Overview
The CS2CD (Counter-Strike 2 Cheat Detection) dataset is an anonymised dataset comprised of Counter-Strike 2(CS2) gameplay at a variety of skill-levels with cheater annotations. This dataset contains 478 CS2 matches with no cheater present, and 317 matches CS2 matches with at least one cheater present.
Dataset structure
The dataset is partitioned into data with at least one cheater present, and data with no… See the full description on the dataset page: https://huggingface.co/datasets/CS2CD/CS2CD.Counter-Strike_2_Cheat_Detection.CountQA
Dataset Summary
CountQA is the new benchmark designed to stress-test the Achilles' heel of even the most advanced Multimodal Large Language Models (MLLMs): object counting. While modern AI demonstrates stunning visual fluency, it often fails at this fundamental cognitive skill, a critical blind spot limiting its real-world reliability.
This dataset directly confronts that weakness with over 1,500 challenging question-answer pairs built on real-world images, hand-captured to feature… See the full description on the dataset page: https://huggingface.co/datasets/Jayant-Sravan/CountQA.counterfact-tracing
Dataset Card for "counterfact-tracing"
This is adapted from the counterfact dataset from the excellent ROME paper from David Bau and Kevin Meng.
This is a dataset of 21919 factual relations, formatted as data["prompt"]==f"{data['relation_prefix']}{data['subject']}{data['relation_suffix']}". Each has two responses data["target_true"] and data["target_false"] which is intended to go immediately after the prompt.
The dataset was originally designed for memory editing in models. I made… See the full description on the dataset page: https://huggingface.co/datasets/NeelNanda/counterfact-tracing.counterfact
Dataset Card for "counterfact"
Dataset from ROME by Meng et al.
More Information needed
token-counts
Marin Token Counts
Token counts for all datasets used in Marin pretraining runs.
Schema
Column
Type
Description
dataset
string
Dataset identifier
marin_tokens
int
Number of tokens after tokenization
category
string
Content domain (web, code, math, academic, books, etc.)
synthetic
bool
Whether the data is LLM-generated or LLM-translated
Categories
web — Quality-classified Common Crawl text (Nemotron-CC)
code — Source code and… See the full description on the dataset page: https://huggingface.co/datasets/marin-community/token-counts.CounterStrike-1K-360-wds
CounterStrike-1K — 360p WebDataset shards
This repo contains the 360p shards of CounterStrike-1K. Use the main repo to browse the manifest, schema, and subsets.
360p is the recommended resolution for most training pipelines — the actions/state/events/metadata sidecars are identical to the 720p shards, so you can swap resolutions without touching downstream code.
Quickstart
Start a fresh uv project and add the loader:
mkdir cs1k-demo && cd cs1k-demo
uv init
uv add… See the full description on the dataset page: https://huggingface.co/datasets/ArnieRamesh/CounterStrike-1K-360-wds.Environment-and-Natural-Resources-Indicators-For-African-Countries
Environment and Natural Resources Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: climate_environment - 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/Environment-and-Natural-Resources-Indicators-For-African-Countries.FaithEval-counterfactual-v1.0
FaithEval
FaithEval is a new and comprehensive benchmark dedicated to evaluating contextual faithfulness in LLMs across three diverse tasks: unanswerable, inconsistent, and counterfactual contexts.
[Paper] FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows", ICLR 2025, https://arxiv.org/abs/2410.03727
[Code and Detailed Instructions] https://github.com/SalesforceAIResearch/FaithEval
Disclaimer and Ethical Considerations… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/FaithEval-counterfactual-v1.0.Energy-Indicators-For-African-Countries
Energy Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: energy - 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
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Energy-Indicators-For-African-Countries.pixmo-count
PixMo-Count
PixMo-Count is a dataset of images paired with objects and their point locations in the image.
It was built by running the Detic object detector on web images, and then filtering the data
to improve accuracy and diversity. The val and test sets are human-verified and only contain counts from 2 to 10.
PixMo-Count is a part of the PixMo dataset collection and was used to
augment the pointing capabilities of the Molmo family of models
Quick links:
📃 Paper
🎥 Blog with… See the full description on the dataset page: https://huggingface.co/datasets/allenai/pixmo-count.VSI-SUPER-Count
VSI-SUPER-Count
Website | Paper | GitHub | Models
Authors: Shusheng Yang*, Jihan Yang*, Pinzhi Huang†, Ellis Brown†, et al.
VSI-SUPER-Count is a benchmark for testing continual counting capabilities across changing viewpoints and scenes in arbitrarily long videos. It challenges models to maintain accurate object counts as new objects appear throughout extended video sequences.
Overview
VSI-SUPER-Count evaluates spatial supersensing by testing whether models can:
Count… See the full description on the dataset page: https://huggingface.co/datasets/nyu-visionx/VSI-SUPER-Count.arab-dialects-20-countries-3m
Dataset evaluation: See EVALUATION.md for schema checks, indexing status, and quality limitations.
Viewer note: default is a lightweight preview; select full to load the complete corpus.
Current Hub Validation Status
Repository claim: 3,000,000 records
Dataset Server indexed rows: 1,183,361
Dataset Server estimate: 2,064,964
The 3M target figure is a raw-repository claim and is not yet fully verified by the Hub index. Validate the JSONL files before publishing a definitive… See the full description on the dataset page: https://huggingface.co/datasets/ISLAM-PO/arab-dialects-20-countries-3m.Health-Nutrition-and-Population-Indicators-For-African-Countries
Health Nutrition and Population Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Health-Nutrition-and-Population-Indicators-For-African-Countries.pixmo-point-count-concat_0-20Water-Indicators-For-African-Countries
Water Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Water-Indicators-For-African-Countries.us-layoffs-by-county-fips-warn-act
US layoffs by county: 55,769 WARN notices resolved to 1,837 county FIPS codes
Rebuilt 2026-09-24. 1,837 of the 3,144 US counties have at least one layoff notice on record.
No state workforce agency publishes a county code. They publish the site of a layoff as free
text, in 48 different conventions — Los Angeles County, Spring, Harris,
Chicago, 560 W. Grand Ave., DAYTONA BEACH, FL, 32114, Reynoldsburg/Franklin. This dataset
resolves 55,769 of them to a 5-digit county FIPS code… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-layoffs-by-county-fips-warn-act.hdi-ihdi-democracy-by-countryData sourced from:
United Nations Development Program:
https://hdr.undp.org/sites/default/files/2023-24_HDR/HDR23-24_Statistical_Annex_I-HDI_Table.xlsx
Economist Intelligence Unit Democracy Index through Our World In Data:
https://ourworldindata.org/grapher/democracy-index-eiu.csv?v=1&csvType=full&useColumnShortNames=true
There is missing data of course, since both of the reports for 2023 is limited, so you can decide on your own how you want to filter.
I might later post a backfilled variant… See the full description on the dataset page: https://huggingface.co/datasets/marksverdhei/hdi-ihdi-democracy-by-country.Multi-Hop-Objects-Countingpixmo-point-count-gen-undGender-Indicators-For-African-Countries
Gender Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: demographics_social - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Gender-Indicators-For-African-Countries.Jobs-and-Development-Indicators-For-African-Countries
Jobs and Development Indicators For African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - 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
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Jobs-and-Development-Indicators-For-African-Countries.wds_country211countbench
Dataset Card for "countbench"
This dataset was introduced in the paper Teaching CLIP to Count to Ten.
Agricultural-Indicators-For-African-Countries
Agricultural Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: agriculture_food - 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
Public datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Agricultural-Indicators-For-African-Countries.Digital-Development-Indicators-For-African-Countries
Digital Development Indicators For African Countries | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: csv - Sector: technology_digital - 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
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Digital-Development-Indicators-For-African-Countries.CounterStrike-1K
CounterStrike-1K
1,490 rendered POV-hours · 7,347 synchronized rounds · 73,470 POV clips · 7 maps · 720p + audio
Synchronized 10-POV rounds with per-frame action overlays
Seven active-duty maps
Ancient · Anubis · Dust2 · Inferno · Mirage · Nuke · Overpass
CounterStrike-1K is the first grounded, professional-grade Counter-Strike 2 dataset with 10 synchronized first-person perspectives per round, captured from professional match demos. It is designed for video… See the full description on the dataset page: https://huggingface.co/datasets/ArnieRamesh/CounterStrike-1K.