作者位次 #4/14ACL 2026Findings· Findings of ACL
L earn A ct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
Guangyi Liu · Pengxiang Zhao · Liang Liu · Zhiming Chen · Yuxiang Chai · Yaozhen Liang · WenHao Wang · Siheng Chen · Zhengxi Lu · Shuai Ren · Mingjia Yin (University of Science and Technology of China & · Shibo He · Yong Liu · Wenchao Meng
摘要
Mobile GUI agents show promise in automating tasks but face significant generalization challenges in long-tail scenarios. While learning from few-shot demonstrations is an emerging solution, its progress is hindered by two critical gaps: the lack of a comprehensive benchmark for systematic evalua...