datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
BAT
BAT Dataset
This dataset provides an alternative way to access the data from the BAT (BAT: Benchmark for Auto-bidding Task) autobidding benchmark.
Related Resources
GitHub Repository: avito-tech/bat-autobidding-benchmark
Paper: BAT: Benchmark for Auto-bidding Task
Dataset Description
This dataset contains auction data for First-Price Auction (FPA) and Vickrey-Clarke-Groves (VCG) mechanisms, used for benchmarking autobidding algorithms.
Configurations… See the full description on the dataset page: https://huggingface.co/datasets/AvitoTech/BAT.llava-15-rlmpq-vlm-eval-results
RL-MPQ VLM Evaluation Artifacts
Complete figures, tables, galleries, and raw benchmark CSVs for the extended VLM evaluation.
Dataset: AvoCahDoe/llava-15-rlmpq-vlm-eval-results
Collections (by base VLM)
RL-MPQ VLM — LLaVA-1.5-13B — HF collection
RL-MPQ VLM — LLaVA-1.5-7B — HF collection
RL-MPQ VLM — LLaVA-Next Mistral-7B — HF collection
RL-MPQ VLM — Qwen2-VL-7B — HF collection
Model repos
RL-MPQ High Fidelity →… See the full description on the dataset page: https://huggingface.co/datasets/AvoCahDoe/llava-15-rlmpq-vlm-eval-results.CSSR-S_labelled_suicidewatch_posts_reddit
Evaluating Reasoning LLMs for Suicide Screening with the Columbia-Suicide Severity Rating Scale
Full code and supplementary materials are available at https://github.com/av9ash/llm_cssrs_code.
License and Citation
This project is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.Any use or reuse of this work please cite the following:
@article{patil2025evaluating,
title={Evaluating Reasoning LLMs for Suicide Screening with the… See the full description on the dataset page: https://huggingface.co/datasets/av9ash/CSSR-S_labelled_suicidewatch_posts_reddit.harbor-benchGreenHyperSpectra
🌱 GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction 🌱
GreenHySpectra is a collection of hyperspectral reflectance data of vegetation from different sources. It is intended for Regression machine learning task for plant trait prediction with self and semi-supervised learning.
Spatial coverage
📁 Configurations
1. GreenHyperSpectra: Unlabeled set
Files: all CSVs under unlabeled/… See the full description on the dataset page: https://huggingface.co/datasets/Avatarr05/GreenHyperSpectra.Assignment3avs-spot
Dataset Card for AVS-Spot Benchmark
This dataset is associated with the paper: "Understanding Co-Speech Gestures in-the-wild"
📝 ArXiv: https://arxiv.org/abs/2503.22668
🌐 Project page: https://www.robots.ox.ac.uk/~vgg/research/jegal
💻 Code: https://github.com/Sindhu-Hegde/jegal
We present JEGAL, a Joint Embedding space for Gestures, Audio and Language. Our semantic gesture representations can be used to perform multiple downstream tasks such as cross-modal retrieval… See the full description on the dataset page: https://huggingface.co/datasets/sindhuhegde/avs-spot.Avazu_x1
Avazu_x1
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. The preprocessed data are randomly split into 7:1:2* as the training set, validation set, and test set, respectively.
The dataset statistics are summarized as follows:
Dataset
Total
#Train
#Validation
#Test
Avazu_x1
40,428,967
28,300,276
4,042,897
8,085,794
Source:… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x1.AV-DPO
AV-DPO
AV-DPO is the audio-video preference dataset used in Stage 3 of
JavisDiT++. It contains chosen-rejected
sounding-video pairs selected jointly across audio quality and text alignment,
video quality and text alignment, and audio-video semantic and temporal
alignment.
Release summary
Item
Count
Preference pairs (train.csv)
23,671
Self-contained generated-only pairs (train_generated_only.csv)
6,138
Unique released generated sounding videos
29,809… See the full description on the dataset page: https://huggingface.co/datasets/JavisVerse/AV-DPO.Avazu_x4
Avazu_x4
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. Following the same setting with the AutoInt work, we split the data randomly into 8:1:1 as the training set, validation set, and test set, respectively.
The dataset statistics are summarized as follows:
Dataset
Total
#Train
#Validation
#Test
Avazu_x4
40,428,967
32,343,172… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x4.faa-aviation-safety-rollups
FAA wildlife strikes, laser incidents and drone sightings — analysis-ready rollups
Three United States FAA safety datasets, cleaned and rolled up into small tabular
files you can load without touching the source archives.
This is not a copy of the FAA's raw releases. Those are already public and
large. What is here is the part that does not exist upstream in this form:
stable slugs, consistent naming, and per-airport / per-species / per-state /
per-aircraft / per-year rollups… See the full description on the dataset page: https://huggingface.co/datasets/himaxym/faa-aviation-safety-rollups.ntsb-aviation-accidents
NTSB Aviation Records 2008–August 2026
1,000-row public sample; full dated six-table snapshot: $79 once.
31,124 NTSB events across six verified tables, with preserved source fields, validated joins and separately typed dates, injury counts and decimal coordinates.
Rebuilt from the official September 1, 2026 avall.zip revision retrieved September 19, 2026. Actual event coverage is 2008-01-01 through 2026-08-27.
The sample is the first 1,000 events ordered by ev_id. It is… See the full description on the dataset page: https://huggingface.co/datasets/claritystorm/ntsb-aviation-accidents.vn-provinces-enterprise-average-capital
Vietnam provinces enterprise average capital
Average annual production and business capital of operating enterprises with business results. Coverage 2010, 2015-2023. Billion VND. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (630 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-enterprise-average-capital.Avazu_x2
Avazu_x2
Dataset description:
This dataset contains about 10 days of labeled click-through data on mobile advertisements. It has 22 feature fields including user features and advertisement attributes. Following the same setting in the AutoGroup work, we randomly split 80% of the data for training and validation, and the remaining 20% for testing, respectively. For all categorical fields, we filter infrequent features by setting the threshold min_category_count=20 and replace them… See the full description on the dataset page: https://huggingface.co/datasets/reczoo/Avazu_x2.avaDist_Uncertainty
Dist_Uncertainty – Hyperspectral Case Studies for Plant Trait Uncertainty Assessment
Dataset Description
This dataset contains hyperspectral remote sensing imagery and associated land cover labels used as out-of-domain (OOD) test cases for evaluating uncertainty estimation methods in deep learning-based plant trait retrievals. It accompanies the paper by Cherif et al. (2025, Biogeosciences) and supports the evaluation of a distance-based uncertainty method (Dis_UN)… See the full description on the dataset page: https://huggingface.co/datasets/Avatarr05/Dist_Uncertainty.hass-avocado-yield
Hass Avocado Yield Prediction Dataset – Kenya
This dataset was developed for a university research project investigating
machine learning approaches for predicting Hass avocado yield in Kenya.
Dataset Information
Number of observations: approximately 1,020,000
Geographical coverage: Kenya
Crop: Hass avocado
Main data categories:
Soil variables
Weather/climate variables
Vegetation variables
Geographic variables
Avocado yield
Intended Use
The… See the full description on the dataset page: https://huggingface.co/datasets/Gikandi1/hass-avocado-yield.avocado-prices
Dataset Card for Avocado Prices
Dataset Summary
Context
It is a well known fact that Millenials LOVE Avocado Toast. It's also a well known fact that all Millenials live in their parents basements.
Clearly, they aren't buying home because they are buying too much Avocado Toast!
But maybe there's hope... if a Millenial could find a city with cheap avocados, they could live out the Millenial American Dream.
Content
This data was downloaded from the Hass… See the full description on the dataset page: https://huggingface.co/datasets/nateraw/avocado-prices.aviation-flight-control-phase-space-baseline-modeling-v0.1What this dataset tests
Whether a system can model the normal control phase-space attractor
for fly-by-wire surface channels.
The target is phase-space geometry:
dispersion
hysteresis
overshoot
lag
energy efficiency.
Required outputs
phase_space_coherence_index
baseline_dispersion_envelope
command_response_lag_profile
control_energy_efficiency
baseline_confidence
Scoring conventions
indices range 0 to 1
dispersion envelope is a low-high interval
lag profile is p50 and p95 in… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-flight-control-phase-space-baseline-modeling-v0.1.promocodes_yandex_avito_wildberries_sber_marketplaces
Description in English:
The dataset is collected from Russian-language Telegram channels with promo codes, discounts and promotions from various marketplaces, such as Yandex Market, Wildberries, Ozon,The dataset was collected and tagged automatically using the data collection and tagging service Scoutie.Try Scoutie and collect the same or another dataset using link for FREE.
Dataset fields:
taskId - task identifier in the Scouti service. text - main text. url -… See the full description on the dataset page: https://huggingface.co/datasets/ScoutieAutoML/promocodes_yandex_avito_wildberries_sber_marketplaces.Israeli-Palestinian-Conflict
Dataset Card Creation Guide
Dataset Summary
The Israeli-Palestinian-Conflict dataset is an English-language dataset contains manually collected claims, regarding the Israel-Palestine conflict, annotated both objectively with multi-labels to categorize the content according to common themes in such arguments, and subjectively by their level of impact on a moderately informed citizen. The primary purpose of this dataset is to support Israeli public relations efforts at… See the full description on the dataset page: https://huggingface.co/datasets/avishagnevo/Israeli-Palestinian-Conflict.aviation-pilot-vehicle-loop-coherence-state-estimation-v0.1What this dataset tests
Whether a system can estimate the coherenceof the pilot–aircraft control loopduring abnormal phases.
Key insightLoss of control beginswith loop misalignmentbefore any hard limits are exceeded.
Required outputs
loop_coherence_index
resonance_stability_band
control_lag_profile
correction_efficiency_score
baseline_deviation
Use case
Layer one of Pilot–Vehicle Loop Coherence Under Stress.Feeds attribution and adaptive intervention systems.
Official-Exchange-Rate-LCU-per-USD-period-average-Africa
Official Exchange Rate LCU per USD period average Africa | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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/Official-Exchange-Rate-LCU-per-USD-period-average-Africa.aviation-propulsion-aerodynamics-coherence-baseline-v0.1What this dataset tests
Whether a system can model the normal coupling
between propulsion parameters and aerodynamic state.
The signal is relationship shape and lag
not threshold breaches.
Required outputs
coupling_coherence_index
baseline_correlation_matrix
phase_alignment_score
stability_envelope
lag_profile
baseline_confidence
Scoring conventions
all scores range 0 to 1
stability envelope is a low-high interval
lag profile describes expected response delays in seconds… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-propulsion-aerodynamics-coherence-baseline-v0.1.radiotherapy-availability-who-africa
Radiotherapy Availability - WHO African Region | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: not declared - 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/radiotherapy-availability-who-africa.AViLaDataAVDN
Dataset for Aerial Vision-and-Dialog Navigation (AVDN)
This repository contains the Aerial Vision-and-Dialog Navigation (AVDN) dataset, proposed in the paper "Aerial Vision-and-Dialog Navigation." The dataset and associated tasks enable training and evaluation of models designed for navigation tasks guided by visual and dialog-based cues.
Paper: Aerial Vision-and-Dialog Navigation
Project Webpage: Aerial Vision-and-Dialog Navigation Project
Tasks
We introduce two… See the full description on the dataset page: https://huggingface.co/datasets/yfan1997/AVDN.us-adventure-aviation-ntsb-2026
US Adventure Aviation Operators vs. NTSB Federal Accident Records (2026)
Sector-level matching of 4,278 US adventure aviation operators — air tours,
balloon rides, and skydiving — against the NTSB permanent federal accident
record (49 CFR Part 830 mandatory filings). 1,932 accident records matched,
including 448 fatal accidents.
Key finding: the mandatory federal disclosure regime produces a complete
safety record, but consumers booking these experiences have no practical… See the full description on the dataset page: https://huggingface.co/datasets/shawnzreports/us-adventure-aviation-ntsb-2026.nadac-national-average-drug-acquisition-cost-2024
NADAC (National Average Drug Acquisition Cost) 2024
Description
National Average Drug Acquisition Cost (NADAC) weekly reference data for the calendar year.
Dataset Details
Publisher: Centers for Medicare & Medicaid Services
Last Modified: 2024-12-23
Contact: Medicaid.gov (Medicaid.gov@cms.hhs.gov)
Source
Original data can be found at: https://healthdata.gov/d/3tha-57c6
Usage
You can load this dataset using:
from datasets import… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nadac-national-average-drug-acquisition-cost-2024.aviation-pilot-vehicle-decoherence-source-attribution-v0.1What this dataset tests
Whether a system can correctly identifythe source of pilot–vehicle loop decoherence.
Sources may be:
pilotaircraftenvironmentmixednone
Key insightCorrect attribution determinesthe correct recovery action.
Required outputs
primary_decoherence_source
source_confidence
resonance_pattern_type
escalation_likelihood
contributing_factors
attribution_rationale
Use case
Layer two of Pilot–Vehicle Loop Coherence Under Stress.Feeds adaptive intervention and crew… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/aviation-pilot-vehicle-decoherence-source-attribution-v0.1.