clef
Datasets
All datasets matching “clef”animal-clef-2026
AnimalCLEF26 Kaggle Competition Dataset
This is a HuggingFace mirror of the official AnimalCLEF26 competition dataset. Images have been repackaged into one zipfile per split, which include additional metadata that makes the dataset easier to use with HuggingFace. Otherwise, no files have been changed.
Loading
from datasets import load_dataset
dataset = load_dataset("BVRA/animal-clef-2026")
print(dataset["train"][0]["image"])
Documentation
For… See the full description on the dataset page: https://huggingface.co/datasets/BVRA/animal-clef-2026.animal-clef-2026
AnimalCLEF26 Kaggle Competition Dataset
This is a HuggingFace mirror of the official AnimalCLEF26 competition dataset. All files existing in the original Kaggle dataset are unchanged, this mirror just adds additional Parquet metadata that make the dataset easier to use with HuggingFace.
Loading
from datasets import load_dataset
dataset = load_dataset("BVRA/animal-clef-2026")
print(dataset["train"][0]["image"])
Documentation
For documentation, see… See the full description on the dataset page: https://huggingface.co/datasets/timmhaucke/animal-clef-2026.clef2025-bioasq-task13BCLEF_eHealth
[!NOTE]
Dataset origin: https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-2925
Description
This package contains an extended version of the test collection used in the CLEF eHealth Information Retrieval tasks in 2013--2015. Compared to the original version, it provides complete query translations into Czech, French, German, Hungarian, Polish, Spanish and Swedish and additional relevance assessment.
Citation
@misc{11234/1-2925,
title = {Extended {CLEF}… See the full description on the dataset page: https://huggingface.co/datasets/FrancophonIA/CLEF_eHealth.clef2024_checkthat_task1_en
Bibtex
@inproceedings{Hasanain:CLEF:24,
author = {Maram Hasanain and
Reem Suwaileh and
Sanne Weering and
Chengkai Li and
Tommaso Caselli and
Wajdi Zaghouani and
Alberto Barr{\'{o}}n{-}Cede{\~{n}}o and
Preslav Nakov and
Firoj Alam},
editor = {Guglielmo Faggioli and
Nicola Ferro and
Petra Galusc{\'{a}}kov{\'{a}} and… See the full description on the dataset page: https://huggingface.co/datasets/iai-group/clef2024_checkthat_task1_en.clef-decision-index-results
Clef on Decision Index 0.2.1
Complete Decision Index 0.2.1 run of Cloudflare/clef @ 2f3de3dd85f379784083b0814d997ab627200f0c, run with the decision-index kit at 87d4650 on one NVIDIA RTX PRO 6000.
Decision Index (chance-corrected)
61.98
Raw index
70.91
Breadth
61.22
Knowledge & Reasoning
51.19
Language Understanding
64.28
Retrieval & Classification
62.95
Tools & Automation
80.63
Arts & Human Taste
47.88
scores.json reports "complete": true with… See the full description on the dataset page: https://huggingface.co/datasets/lucataco/clef-decision-index-results.