StylisticBias Benchmark

What is StylisticBias?

StylisticBias is a benchmark of 25,000 images with controlled single-attribute variations to evaluate attribute-level social bias in multimodal LLMs. It…

Released

2026-06-18

Evaluates

General AI, Safety & Trustworthiness, cs.CL

Openness

unknown

Importer

Claire Radar

Review status

unreviewed

Reported scores

0

Source provenance

• Original evidence https://arxiv.org/abs/2606.20527

StylisticBias paper and code

• Paper https://arxiv.org/abs/2606.20527
• Code https://github.com/timo-cavelius/StylisticBias
• Website https://hf.co/datasets/shaghayegh/stylistic-bias-dataset

Which sources cite StylisticBias?

• StylisticBias

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