UltraText Bench divides 432 human-reviewed prompts equally between English and Chinese.
Benchmark exposes image generators’ limits on dense bilingual visual text
UltraText Bench tests whether image generators can accurately reproduce, position and integrate many specified English or Chinese text regions.
Chinese Tech
Deyuan Liu · Yihao Hu · Jingxuan Zhang · Xingying Li · Jun Xie · Jiacheng Liu · +10 more
Westlake University · Ant Group · Zhejiang University · Shanghai Innovation Institute · HKUST
Research Digest··3 min read
Liu et al.
Why this paper
From Ant Group and 9 others
In one line
UltraText Bench exposes distinct fidelity, clarity, spatial, and scene-quality failures in dense English and Chinese text generation as workloads increase.
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