Dataset · Hugging Face

MLL-Lab/MultiBBQ-realworld

Name: MultiBBQ-realworld
Creator: MLL-Lab
License: cc-by-4.0
Keywords: task_categories:visual-question-answering, language:en, license:cc-by-4.0, size_categories:n<1K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, region:us, fairness, social-bias, multimodal, vision-language, real-images

MultiBBQ: real-world images Real-photo image set used for the real-image transferability experiment in Fairness Failure Modes of Multimodal LLMs. Each image pairs two real photographs side by side, mirroring the two-person layout of the synthetic MLL-Lab/MultiBBQ images. Evaluating on this set checks that conclusions drawn from the synthetic benchmark carry over to real photos: in the paper, fairness scores on synthetic and real images are highly consistent… See the full description on the dataset page: https://huggingface.co/datasets/MLL-Lab/MultiBBQ-realworld.

View on Hugging FaceReport an issue

Author / organization	MLL-Lab
License (as declared)	cc-by-4.0
Downloads	314 (as reported by Hugging Face)
Likes	0
Created	13 July 2026
Last updated at source	25 September 2026

fairnesssocial-biasmultimodalvision-languagereal-images

Embed this entry

<iframe src="https://silytics.si/embed/item/4bfedc4f-f41c-4a0f-8c53-215db09189fd" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Free, no tracking. More about feeds and embeds.

More from MLL-Lab

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 16 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.