datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
escorpius-mr
esCorpius Multilingual Raw
In the recent years, Transformer-based models have lead to significant advances in language modelling for natural language processing. However, they require a vast amount of data to be (pre-)trained and there is a lack of corpora in languages other than English. Recently, several initiatives have presented multilingual datasets obtained from automatic web crawling. However, they present important shortcomings for languages different from English, as they… See the full description on the dataset page: https://huggingface.co/datasets/LHF/escorpius-mr.esc50https://github.com/karolpiczak/ESC-50
The dataset is available under the terms of the Creative Commons Attribution Non-Commercial license.
K. J. Piczak. ESC: Dataset for Environmental Sound Classification. Proceedings of the 23rd Annual ACM Conference on Multimedia, Brisbane, Australia, 2015.
[DOI: http://dx.doi.org/10.1145/2733373.2806390]
esci
Dataset Card for "esci"
ESCI product search dataset
https://github.com/amazon-science/esci-data/
Preprocessings:
-joined the two relevant files
-product_text aggregate all product text
-mapped esci_label to full name
@article{reddy2022shopping,
title={Shopping Queries Dataset: A Large-Scale {ESCI} Benchmark for Improving Product Search},
author={Chandan K. Reddy and Lluís Màrquez and Fran Valero and Nikhil Rao and Hugo Zaragoza and Sambaran Bandyopadhyay and Arnab Biswas and Anlu… See the full description on the dataset page: https://huggingface.co/datasets/tasksource/esci.dataset_esc50_full_v1esconvThe ESConv dataset. GitHub repo. Original paper.
@inproceedings{liu-etal-2021-towards,
title={Towards Emotional Support Dialog Systems},
author={Liu, Siyang and
Zheng, Chujie and
Demasi, Orianna and
Sabour, Sahand and
Li, Yu and
Yu, Zhou and
Jiang, Yong and
Huang, Minlie},
booktitle={ACL},
year={2021}
}
EsCoLA
Introduction
The Spanish Corpus of Linguistic Acceptability (EsCoLA) includes 11,174 sentences taken from linguistic literature with a binary annotation made by the original authors themselves. The work is inspired by CoLA: https://nyu-mll.github.io/CoLA/#
Paper
Núria Bel, Marta Punsola, Valle Ruiz-Fernández, 2024, EsCoLA: Spanish Corpus of Linguistic Acceptability. Joint International Conference on Computational Linguistics, Language Resources and Evaluation LREC-COLING… See the full description on the dataset page: https://huggingface.co/datasets/nbel/EsCoLA.raw_tts_esc_ESPnet_espnet_mls-audioset_soundstream_16kescorpiusSpanish datasetashraq-esc50-1-dog-example
Dataset Card for "ashraq-esc50-1-dog-example"
More Information needed
raw_tts_esc_ESPnet_espnet_mls-multi_soundstream_16kesc50-parquetgauss_gym_datasynthcix-3m_br
SynthCIX-3M Dataset
Welcome to the Synthcix-3m_br dataset! This dataset contains a rich collection of synthetic images and captions, designed to support a variety of machine learning and computer vision tasks. Whether you're working on image generation, captioning, or any other related project, this dataset is a valuable resource.
Dataset Overview
The SynthCIX-3M dataset includes:
3 million synthetic images: High-quality images generated using advanced techniques.… See the full description on the dataset page: https://huggingface.co/datasets/escorciav/synthcix-3m_br.3dcs-embeddings
3DCS baseline embeddings
This repository holds the embedding files of the baseline molecular representations evaluated in the ICLR 2026 paper
3DCS: Datasets and Benchmark for Evaluating Conformational Sensitivity in Molecular Representations. It also holds the
metric outputs of the original evaluation runs and the rMD17 split files.
The files are the original bytes produced in the authors' 2025 runs. Only directory names were normalized. File names,
array keys and contents are… See the full description on the dataset page: https://huggingface.co/datasets/EscheWang/3dcs-embeddings.escher-ss2
Dataset Card for escher-ss2
SomethingSomethingv2 dataset
Dataset Structure
Data Instances
Each instance contains:
source_image: The original image
edited_image: The edited version of the image
edit_instruction: The instruction used to edit the image
source_image_caption: Caption for the source image
target_image_caption: Caption for the edited image
Additional metadata fields
Data Splits
{}
PathoROB-tolkach_esca
PathoROB
Preprint | Code | Licenses | Cite
PathoROB is a benchmark for the robustness of pathology foundation models (FMs) to non-biological medical center differences.
PathoROB contains four datasets covering 28 biological classes from 34 medical centers and three metrics:
Robustness Index: Measures the dominance of biological over non-biological features in an FM representation space.
Average Performance Drop (APD): Measures the robustness of downstream models to shortcut… See the full description on the dataset page: https://huggingface.co/datasets/bifold-pathomics/PathoROB-tolkach_esca.ESCIReranking
ESCIReranking
An MTEB dataset
Massive Text Embedding Benchmark
Task category
t2t
Domains
Written
Reference
https://github.com/amazon-science/esci-data/
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(["ESCIReranking"])
evaluator = mteb.MTEB(task)
model = mteb.get_model(YOUR_MODEL)
evaluator.run(model)
To learn more about how to run models on mteb task check out… See the full description on the dataset page: https://huggingface.co/datasets/mteb/ESCIReranking.ESC-50
ESC-50: Dataset for Environmental Sound Classification
Overview | Download | Results | Repository content | License | Citing | Caveats | Changelog
The ESC-50 dataset is a labeled collection of 2000 environmental audio recordings suitable for benchmarking methods of environmental sound classification.
The dataset consists of 5-second-long recordings organized into 50 semantical classes (with 40 examples per class) loosely arranged into 5 major categories:… See the full description on the dataset page: https://huggingface.co/datasets/TigreGotico/ESC-50.escher-aurora-kubric
Dataset Card for escher-aurora-kubric
Aurora-Kubric dataset
Dataset Structure
Data Instances
Each instance contains:
source_image: The original image
edited_image: The edited version of the image
edit_instruction: The instruction used to edit the image
source_image_caption: Caption for the source image
target_image_caption: Caption for the edited image
Additional metadata fields
Data Splits
{}
esc50_synthraw_tts_esc_ESPnet_espnet_mls-english_soundstream_16kescagleu-64k
Dataset Card for escagleu-64K corpus
Dataset Description
Dataset Summary
This is the second version of escagleu-64k, a parallel corpus containing approximately 64k sentences translated across Spanish, Catalan, Valencian Catalan, Galician, and Basque.
The original sentences are in Spanish and are sourced from the Spanish Common Voice Corpus.
This corpus was prepared with the goal of creating a parallel speech dataset for these languages using the Common Voice… See the full description on the dataset page: https://huggingface.co/datasets/projecte-aina/escagleu-64k.evilgenie-escalation
EvilGenie × Escalation Channels — data release
Run transcripts and per-sample analysis tables for the paper "Can escalation
channels redirect reward hacking toward defect disclosure?" (F. Gomez, Wiser
Human, 2026).
Code: https://github.com/wiser-human-experimental/evilgenie-escalation
Paper: https://arxiv.org/abs/2608.29460
What's here
A coding agent is given an ambiguous competitive-programming problem
(LiveCodeBench), a visible test suite, and sandboxed… See the full description on the dataset page: https://huggingface.co/datasets/WiserHumanExperimental/evilgenie-escalation.amazon-esci-data
Amazon Shopping Queries Dataset
Dataset for improving product search, ranking and recommendations, featuring query-product pairs with detailed relevance labels.
Overview
The dataset contains search queries paired with up to 40 potentially relevant products, each labeled using the ESCI system:
Exact match: Products that perfectly match the customer's search intent (e.g., searching "iPhone 13" and finding "Apple iPhone 13 128GB")
Substitute product: Alternative products… See the full description on the dataset page: https://huggingface.co/datasets/milistu/amazon-esci-data.escher-aurora-ag
Dataset Card for escher-aurora-ag
Aurora-AG dataset
Dataset Structure
Data Instances
Each instance contains:
source_image: The original image
edited_image: The edited version of the image
edit_instruction: The instruction used to edit the image
source_image_caption: Caption for the source image
target_image_caption: Caption for the edited image
Additional metadata fields
Data Splits
{}
escucho-mucho-audio
Escucho Mucho — audio
Short Spanish speech clips (MP3, 24 kHz mono, ~64 kbps) used by the
Escucho Mucho
listening-practice app. Nothing here is original: the recordings are
re-encoded copies of public speech corpora, republished so the app can stream
them to a phone.
Each accent lives in its own folder; a clip's transcript, timings and
difficulty live in the app's own library index, not in this repo.
Folder
Source
Licence
co/
OpenSLR SLR72 — Colombian Spanish
CC BY-SA… See the full description on the dataset page: https://huggingface.co/datasets/likaili/escucho-mucho-audio.Skill-normalisation-ESCO-graded
skill-normalisation-esco-graded
Graded-relevance annotations for surface skill terms (ESCO alt-labels) from
ESCO v1.1.0 skill-normalisation pairs
against the ESCO v1.1.0 skill taxonomy. Layout follows the
BEIR convention so it is drop-in for
MTEB-style retrieval evaluators.
This dataset was created for the RecSys-HR 2026 WorkRB challenge.
Configs
config
split
rows
columns
queries
validation
50
_id (query id), text (ESCO alt-label / surface term to… See the full description on the dataset page: https://huggingface.co/datasets/TechWolf/Skill-normalisation-ESCO-graded.esco-embeddings-numpyescape-simulator-gameplay-data
密室逃脱模拟器
This public dataset repository contains local gameplay data uploaded from F:\密室逃脱模拟器.
Contents
Files: 211
Total local size: 102.72 GB
Generated: 2026-06-05 02:51:23 UTC
File Types
.jsonl: 62
.png: 52
.json: 49
.mkv: 17
.txt: 16
.parquet: 15
Notes
This repository may contain gameplay video, images, Parquet files, JSON/JSONL metadata, and keyboard/mouse event logs.
The license is marked as other; review game footage, audio… See the full description on the dataset page: https://huggingface.co/datasets/xiaoluo11/escape-simulator-gameplay-data.tcga-esca-tabular-open
TCGA-ESCA — Tabular (Open Access)
Open-access TCGA-ESCA data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:54:06 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-esca-tabular-open.