shaghayegh/stylistic-bias-dataset
Link to the paper https://arxiv.org/abs/2606.20527 Dataset Description StylisticBias is synthetic controlled benchmark for evaluating fine-grained, attribute-level social bias in multimodal large language models (MLLMs). It addresses a key limitation of prior work: most bias studies compare different individuals or demographic groups, making it impossible to disentangle appearance-driven effects from identity-level variation. StylisticBias keeps identity fixed and… See the full description on the dataset page: https://huggingface.co/datasets/shaghayegh/stylistic-bias-dataset.
| Author / organization | shaghayegh |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 342 (as reported by Hugging Face) |
| Likes | 1 |
| Created | 9 June 2026 |
| Last updated at source | 15 October 2026 |
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