datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cail2018
Dataset Card for CAIL 2018
Dataset Summary
[More Information Needed]
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data… See the full description on the dataset page: https://huggingface.co/datasets/china-ai-law-challenge/cail2018.LaDe-D
1. About Dataset
LaDe is a publicly available last-mile delivery dataset with millions of packages from industry.
It has three unique characteristics: (1) Large-scale. It involves 10,677k packages of 21k couriers over 6 months of real-world operation.
(2) Comprehensive information, it offers original package information, such as its location and time requirements, as well as task-event information, which records when and where the courier is while events such as task-accept and… See the full description on the dataset page: https://huggingface.co/datasets/Cainiao-AI/LaDe-D.columbia_cairlab_pusht_realThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 136,
"total_frames": 27808,
"total_tasks": 1,
"total_videos": 272,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:136"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/lerobot/columbia_cairlab_pusht_real.IEMO_Audio_Text_MergedMSPI_Audio_Text_MergedLaDe-P
1. About Dataset
LaDe is a publicly available last-mile delivery dataset with millions of packages from industry.
It has three unique characteristics: (1) Large-scale. It involves 10,677k packages of 21k couriers over 6 months of real-world operation.
(2) Comprehensive information, it offers original package information, such as its location and time requirements, as well as task-event information, which records when and where the courier is while events such as task-accept and… See the full description on the dataset page: https://huggingface.co/datasets/Cainiao-AI/LaDe-P.belief_r
Belief Revision: The Adaptability of Large Language Models Reasoning
This is the official dataset for the paper "Belief Revision: The Adaptability of Large Language Models Reasoning", published in the main conference of EMNLP 2024.
📚 Data |
📃 Paper
Overview
The capability to reason from text is crucial for real-world NLP applications. Real-world scenarios often involve incomplete or evolving data. In response, individuals update their beliefs and… See the full description on the dataset page: https://huggingface.co/datasets/CAiRE/belief_r.recon-eval
ReconEval — Financial Reconciliation Benchmark
Reading results from this benchmark. Four properties of ReconEval shape what
a score on it means. Anyone comparing models here should know them.
One class can dominate a margin. PARTIAL_MATCH is the highest-variance class
between models, and its 32 evaluation items are generated from 9 abbreviation
pairs — all of which also appear in the training split, overlap fraction 1.0. On
this set, "learned the concept" and "memorised nine… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/recon-eval.cairo-security-audits
Cairo Security Audits
A source-traceable corpus of public Cairo and Starknet security-audit metadata and normalized finding annotations.
Version 0.3.0 packages every entry in the audit inventory frozen at keep-starknet-strange/starknet-skills@17a76e8. It covers 32 accessible reports from 10 auditing firms and 286 normalized finding annotations. Eleven records are checked against rendered reports and two link to exact vulnerable/fixed commits. The release does not redistribute… See the full description on the dataset page: https://huggingface.co/datasets/starknet-ai/cairo-security-audits.vernier
vernier
Error bars on a dataset vendor's quality claim. Build AI publishes hand-visibility and
active-manipulation rates for Egocentric-10K / Egocentric-100K, judged once by
gemini-2.5-flash with no human gold, no interval, and no test that the judge scores a factory
floor and a home kitchen on the same scale. This release is the data behind an independent,
pre-registered measurement of that claim: human labels against a written rubric, a live
open-weights judge on the same… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/vernier.so100_test_0109This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 50,
"total_frames": 20327,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/caiiii/so100_test_0109.llmzszl-dataset
Dataset description
This dataset is a collection of multiple-choice questions, each with one correct answer, sourced from exams conducted within the Polish education system renging from years 2002 up to 2024.
The tests are published annually by the Polish Central Examination Board.
Questions in the dataset are categorized into the following categories: math, natural sciences, biology, physics, and the Polish language for pre-high school questions, and arts, mechanics (including… See the full description on the dataset page: https://huggingface.co/datasets/amu-cai/llmzszl-dataset.cail2018lossbench-finance-v1
LossBench finance-v1
Severity-weighted expected-loss evaluation for agents that touch money. Three finance back-office domains, mechanical ground truth, and a contamination certificate. Models are ranked by what their mistakes cost, not by raw accuracy.
Overview
Task count
2400
Domains
reconciliation, payment_repair, settlement
License
cc-by-4.0
Tasks
Each task is an agentic back-office scenario with a deterministic seed, an… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/lossbench-finance-v1.plumb
Plumb
Gold tasks and the held-out eval. The study is on the collection.
Config
n
What
benchmark
1000
Held-out eval, seed 777. Never in train.
train_handseeded
223
Mix matched to the eval, including PASS.
train_ornith
58
Ornith-1.5 proposals that passed the oracle.
train_blended
281
Both of the above.
Leakprobe vs benchmark: exact signature overlap 0.
curriculum
train n
sw-recall
precision
exact
hand-seeded
223
0.318 [0.290, 0.347]
0.308 [0.279… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/plumb.titer-edgar-officers
titer · EDGAR officer corpus
4,206,080 attested person–company–role–date tuples from SEC Forms 3/4/5,
published as pointers rather than records, alongside the frozen
pre-registrations that were hash-published before any measurement ran.
edgar_officers.parquet: 4.2M rows, 230,405 distinct people, 20,266 issuers,
2006q1–2026q2.
Column
Meaning
accession
SEC accession number, the pointer that reconstructs the row
person_cik
Reporting-owner CIK. Never recycled by the… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/titer-edgar-officers.InfiniBench_challlenge
Download
git lfs install
git clone https://huggingface.co/datasets/Vision-CAIR/InfiniBench_challlenge
cd InfiniBench_challlenge
rm -rf .git/
How to Decompress the Videos
To extract the videos from the compressed files, follow these steps:
Open a terminal and navigate to the videos directory:
cd videos
Combine all the split archive parts into a single .tar.gz file:
cat test_videos.tar.gz.part_* > test_videos.tar.gz
Extract the contents of the archive:
tar -xvf… See the full description on the dataset page: https://huggingface.co/datasets/Vision-CAIR/InfiniBench_challlenge.caiso-demand-weather
CAISO Hourly Electricity Demand + Population-Weighted Weather (2015 to 2026)
A model ready hourly time series for California grid load forecasting:
CAISO balancing authority demand (MWh) pre joined to population weighted
weather, with calendar, holiday, degree hour, irradiance, and cloud cover
features. 98,080 hours from 2015-07-01 to 2026-09-07, no missing hours,
every imputed or preliminary value explicitly flagged, in Parquet and CSV
with an easy chronological split.
The… See the full description on the dataset page: https://huggingface.co/datasets/Arimancy/caiso-demand-weather.cyclegraph-flow-gain
cyclegraph flow gain
How much of a hand's motion a dense optical flow estimator actually recovers, and what it
reports instead once it stops. Rendered under the corpus's own fisheye, where the true flow
field is known exactly, which is the only reason a gain is measurable at all.
The finding, in one line: past a displacement knee the estimator reports the background,
at a gain equal to hand distance over background distance
(0.45 / 2.5 = 0.18) — and the ego-motion
correction… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/cyclegraph-flow-gain.ipfs_turks_caicos_laws_ir
Turks Caicos legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_turks_caicos_laws (revision aaafe4d3bed911181c42e6eec64bc350147c5c4a) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Turks Caicos prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_turks_caicos_laws_ir.prosocial-dialog-jpn_Jpantiter-expertise-claims
titer · attested expertise claims
99,984 expertise claims attested by publication record, for 20,000
researchers with an ORCID iD. Built to measure whether a people-search provider
can tell a real expert from a claimed one.
Sources: OpenAlex (disambiguated authors, works, topics), ORCID (the
identity spine), Crossref DOIs (the attestation chain). All open. A
researcher cannot self-assert a DOI into existence, which is why authorship is
treated as attested where a self-reported… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/titer-expertise-claims.suture
Suture
Gold tasks for policy-issuance QC: a structured underwriting binder, a structured issued policy, and the exact discrepancy set. Images are not stored. Re-render with suture_forge.generate.render_doc from the GitHub repo.
Paper and adapter: caiotheodoro/suture · caiotheodoro/suture-8b. Predictions on this gold: caiotheodoro/suture-evals.
Splits
Config
Seed
n
What
benchmark
777
1000
Contracted held-out set. Never in train.
validation
7 holdout
80… See the full description on the dataset page: https://huggingface.co/datasets/caiotheodoro/suture.MCiteBench
MCiteBench Dataset
MCiteBench is a benchmark for evaluating the ability of Multimodal Large Language Models (MLLMs) to generate text with citations in multimodal contexts.
Websites: https://caiyuhu.github.io/MCiteBench
Paper: https://arxiv.org/abs/2503.02589
Code: https://github.com/caiyuhu/MCiteBench
Data Download
Please download the MCiteBench_full_dataset.zip. It contains the data.jsonl file and the visual_resources folder.
Data Statistics… See the full description on the dataset page: https://huggingface.co/datasets/caiyuhu/MCiteBench.prosocial-dialog-eng_Latn-Mistral-7B-Instruct-v0.2so100_test_0102_1909This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 3681,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/caiiii/so100_test_0102_1909.cryptoalpha-panelOsteosarcomaTumorAssessment
Osteosarcoma data from UT Southwestern/UT Dallas for Viable and Necrotic Tumor Assessment (Osteosarcoma-Tumor-Assessment)
Unofficial fork.
Folder Structure
ML_Features_1144.csv # Contains 1144 rows for all the image tiles and 69 columns for filename, classification, and 65 machine learning features.
OsteosarcomaTumorAssessment.tar.zst
|-- Osteosarcoma-UT.sums
|-- Training-Set-1 # 11 folders with 547 images. Each folder contains 48~50 image tiles and 1 csv for… See the full description on the dataset page: https://huggingface.co/datasets/CAIR-M3LLM/OsteosarcomaTumorAssessment.cairn-metadata
Cairn.info — Revues SHS & métadonnées d'articles
Ce dataset regroupe deux fichiers, construits à partir de Cairn.info (portail de revues en sciences humaines et sociales). Ils sont déclarés comme deux configurations distinctes (revues et articles, cf. bandeau ci-dessus / sélecteur du viewer) — ne pas les charger ensemble comme un seul dataset, leurs colonnes ne correspondent pas :
cairn_revues.csv
Catalogue croisé des 672 revues indexées sur Cairn (onglet Revues)… See the full description on the dataset page: https://huggingface.co/datasets/regicid/cairn-metadata.personal_dictionary
OpenGloss Dictionary (Word-Level)
Dataset Summary
OpenGloss is a synthetic encyclopedic dictionary and semantic knowledge graph for English that integrates lexicographic definitions, encyclopedic context, etymological histories, and semantic relationships in a unified resource.
This dataset provides the words-level view where each record represents one lexeme (word or multi-word expression).
Key Statistics
150,101 lexemes across 150,101 English… See the full description on the dataset page: https://huggingface.co/datasets/caioloures/personal_dictionary.