Imaging · dataset · 2025
BBQ-V (BBQ-Vision)
Listed in Hugging Face Datasets
BBQ-V: Benchmarking Visual Stereotype Bias in Large Multimodal Models ⚠️ Content warning: This dataset contains contexts and questions that surface harmful social stereotypes.
Description
It is intended solely for measuring and mitigating bias in AI systems.
Summary
Read the rest (1 more)
Stereotype biases in Large Multimodal Models (LMMs) perpetuate harmful societal prejudices, undermining the fairness and equity of AI applications. As LMMs grow increasingly influential, addressing and… See the full description on the dataset page: huggingface.co/datasets/ucf-crcv/BBQ-V.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/ucf-crcv/BBQ-V ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2502.08779 arxiv.org/abs/2502.08779 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ucf-crcv/BBQ-V ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image text to text · text · visual question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ucf-crcv/BBQ-V | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:image-text-to-text | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |