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Open Graph

title

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DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

image

site name

author

updated

2026-02-07 12:04:38

raw text

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation More Research DreamLLM DreamBench++ A Human-Aligned Benchmark for Personalized Image Generation ICLR 2025 Yuang Peng 1,4,† , Yuxin Cui 1,† , Haomiao Tang 1,† , Zekun Qi 1 , Runpei Dong 2 , Jing Bai 3 , Chunrui Han 4,‡ , Zheng Ge 4 , Xiangyu Zhang 4 , Shu-Tao Xia 1,¶ † Equal contribution. ‡ Project leader. ¶ Corresponding authors. 1   2   3   4   arXiv Code 📊 Data 🏆 Leaderboard Overview of DreamBench++ . We collect diverse images and prompts, and utilize GPT-4o for automated evaluation aligned with human preference. Abstract Personalized image generation holds great promise in assisting humans in everyday work and life due to its impressive function in creatively generating personalized content. However, current evaluations either are automated but misalign with humans or require ...

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