Dataset · Hugging Face

amathislab/LEMONADE

Name: LEMONADE
Creator: amathislab
License: cc-by-4.0
Keywords: task_categories:question-answering, task_categories:video-text-to-text, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:parquet, modality:tabular, modality:text, modality:video, library:datasets, library:pandas, library:mlcroissant, library:polars, arxiv:2506.01608, region:us

🍋 EPFL-Smart-Kitchen: Lemonade benchmark Paper | GitHub 📚 Introduction we introduce Lemonade: Language models Evaluation of MOtion aNd Action-Driven Enquiries. Lemonade consists of 36,521 closed-ended QA pairs linked to egocentric video clips, categorized in three groups and six subcategories. 18,857 QAs focus on behavior understanding, leveraging the rich ground truth behavior annotations of the EPFL-Smart Kitchen to interrogate models about perceived actions… See the full description on the dataset page: https://huggingface.co/datasets/amathislab/LEMONADE.

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Author / organization	amathislab
License (as declared)	cc-by-4.0
Downloads	368 (as reported by Hugging Face)
Likes	6
Created	25 April 2025
Last updated at source	20 October 2025

behaviormotionhumanegocentriclanguagellmvlmesk

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