datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
IDLE-OO-Camera-Traps
Dataset Card for IDLE-OO Camera Traps
IDLE-OO Camera Traps is a 5-dataset benchmark of camera trap images from the Labeled Information Library of Alexandria: Biology and Conservation (LILA BC) with a total of 2,586 images for species classification. Each of the 5 benchmarks is balanced to have the same number of images for each species within it (between 310 and 1120 images), representing between 16 and 39 species.
Supported Tasks and Leaderboards
Image… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/IDLE-OO-Camera-Traps.Heliconius-Collection_Cambridge-Butterfly
Dataset Card for Heliconius Collection (Cambridge Butterfly)
Dataset Description
Dataset Summary
Subset of the collection records from Chris Jiggins' research group at the University of Cambridge, collection covers nearly 20 years of field studies.
This subset contains approximately 36,189 RGB images of 11,962 specimens (29,134 images of 10,086 specimens across all Heliconius). Many records have both images and locality data.
Most images were… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/Heliconius-Collection_Cambridge-Butterfly.PUUM-koa-restoration-camera-trap-dataset
Dataset Card for Koa Associated Biodiversity Camera Trap Dataset
This dataset is aimed at classification of birds visiting planted Acacia koa (koa) trees in the Pu'u Maka'ala Natural Area Reserve (PUUM) on the island of Hawaii (Big Island). The dataset contains full and cropped images collected by camera trap. These images were collected from January 24th to February 25th, 2025.
Dataset Details
This dataset is aimed at classification of birds visiting planted Acacia… See the full description on the dataset page: https://huggingface.co/datasets/imageomics/PUUM-koa-restoration-camera-trap-dataset.PathoROB-camelyon
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-camelyon.CAMEO-Breast
CAMEO-Breast: A Multimodal Benchmark Dataset of Aligned H&E Patches and Gene Expression Profiles in the Breast
Citation
If you use this dataset, please cite it directly and the original breast study:
@dataset{kuijs_cameo_breast_2026,
author = {Kuijs, Merel and Richter, Till and Gindra, Rushin H and Traeuble, Korbinian and
Matek, Christian and Lukn{\'a}rov{\'a}, Rebeka and Peng, Tingying and Theis, Fabian J},
title = {CAMEO-Breast: A… See the full description on the dataset page: https://huggingface.co/datasets/theislab/CAMEO-Breast.camonet-synthetic
CamoNet Synthetic
A procedurally-generated military camouflage pattern dataset — 40 historical
and contemporary patterns × 200 samples each = 8,000 256×256 RGB images,
each tagged with origin, era, and visual family.
Sister project to the CamoNet model.
Where that model is trained on real photographs scraped from the web, this
dataset is fully synthetic — every image is generated from a small Python
recipe per pattern family, so the data is reproducible from a seed and
freely… See the full description on the dataset page: https://huggingface.co/datasets/Mattysmittttt/camonet-synthetic.CAMEO-Thymus
CAMEO-Thymus: A Multimodal Benchmark Dataset of Aligned H&E Patches and Visium Gene Expression Profiles in the Thymus
Citation
If you use this dataset, please cite it directly and the original thymus study:
@dataset{kuijs_cameo_thymus_2026,
author = {Kuijs, Merel and Richter, Till and Gindra, Rushin H and Traeuble, Korbinian and
Matek, Christian and Lukn{\'a}rov{\'a}, Rebeka and Peng, Tingying and Theis, Fabian J},
title = {CAMEO-Thymus: A… See the full description on the dataset page: https://huggingface.co/datasets/theislab/CAMEO-Thymus.