HRS-Bench (Holistic, Reliable, and Scalable Benchmark)
Introduced by BAKR et al. in HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models
HRS-Bench is a concrete evaluation benchmark for T2I models that is Holistic, Reliable, and Scalable. It measures 13 skills that can be categorized into five major categories: accuracy, robustness, generalization, fairness, and bias. In addition, HRS-Bench covers 50 scenarios, including fashion, animals, transportation, food, and clothes.
Source: HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image ModelsPapers
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