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Ruixiang/FineArtBench

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Hugging Face2025-12-16 更新2025-12-20 收录
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https://hf-mirror.com/datasets/Ruixiang/FineArtBench
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资源简介:
FineArtBench是一个大规模、密集标注的数据集,用于生成艺术(GenArt)评估和美学推理任务。该数据集包含1,000个内容提示和1,000个风格提示,每个都有全面的语义标注。它旨在通过受控比较场景支持客观美学判断和艺术生成模型的评估。 关键特点: - 内容和风格都以两种模态(文本和图像)提供 - 多层次细粒度语义标注 - 设计用于促进人类审美判断与AI模型之间统计无偏的相关性研究 - 支持跨多种艺术风格、内容类型和视觉属性的评估

FineArtBench is a large-scale, densely annotated dataset for generative art (GenArt) evaluation and aesthetic reasoning tasks. The dataset contains 1,000 content prompts and 1,000 style prompts, each with comprehensive semantic annotations. It was created to support objective aesthetic judgment and evaluation of art generation models through controlled comparison scenarios. Key features: - Both content and style are provided in two modalities (text and image) - Fine-grained semantic annotations at multiple levels - Designed to facilitate statistically unbiased correlation studies between human aesthetic judgment and AI models - Enables evaluation across diverse artistic styles, content types, and visual attributes
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