Dataset · Hugging Face

ramblr/BARISTA

Name: BARISTA
Creator: ramblr
License: cc-by-nc-4.0
Keywords: task_categories:video-classification, task_categories:object-detection, task_categories:visual-question-answering, language:en, license:cc-by-nc-4.0, arxiv:2605.12074, region:us, egocentric-video, activity-recognition, hand-object-interaction, segmentation, relation-extraction, vision-language-models, benchmark, coffee

BARISTA BARISTA is a densely annotated egocentric video dataset of coffee preparation, designed for unified benchmarking of vision-language models across spatial, temporal, relational, and procedural understanding tasks. The dataset contains 185 egocentric videos (~4.4 hours, 30 FPS, 1280×720 to 1920×1080) covering three coffee preparation methods: capsule machines, portafilter machines, and fully automatic machines. Videos were recorded in controlled indoor setups using iPhones… See the full description on the dataset page: https://huggingface.co/datasets/ramblr/BARISTA.

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Author / organization	ramblr
License (as declared)	cc-by-nc-4.0
Downloads	332 (as reported by Hugging Face)
Likes	3
Created	11 May 2026
Last updated at source	13 May 2026

egocentric-videoactivity-recognitionhand-object-interactionsegmentationrelation-extractionvision-language-modelsbenchmarkcoffee

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