MobiAgent: A Systematic Framework for Customizable Mobile Agents
With the rapid advancement of Vision-Language Models (VLMs), GUI-based mobile
agents have emerged as a key development direction for intelligent mobile
systems. However, existing agent models continue to face significant challenges
in real-world task execution, particularly in terms of accuracy and efficiency.
To address these limitations, we propose MobiAgent, a comprehensive mobile
agent system comprising three core components: the MobiMind-series agent
models, the AgentRR acceleration framework, and the MobiFlow benchmarking
suite. Furthermore, recognizing that the capabilities of current mobile agents
are still limited by the availability of high-quality data, we have developed
an AI-assisted agile data collection pipeline that significantly reduces the
cost of manual annotation. Compared to both general-purpose LLMs and
specialized GUI agent models, MobiAgent achieves state-of-the-art performance
in real-world mobile scenarios.
68b79e18295f15ff60911299
Cheng Zhang
claimed_verified
2025-09-03T08:27:34.732Z
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/avatars/9eb17952866811c42796ee528056cb47.svg
Cheng Zhang
sjtuzc
user
sjtuzc
68b79e18295f15ff6091129a
Erhu Feng
claimed_verified
2025-09-03T08:31:19.848Z
668cbb45e7cc32ad4d3d0032
/avatars/8c65cbc36e9494343fb47488fa641676.svg
Erhu Feng
fengerhu
user
fengerhu
68b79e18295f15ff6091129b
Xi Zhao
68b79e18295f15ff6091129c
Yisheng Zhao
68b79e18295f15ff6091129d
Wangbo Gong
68b79e18295f15ff6091129e
Jiahui Sun
68b79e18295f15ff6091129f
Dong Du
68b79e18295f15ff609112a0
Zhichao Hua
68b79e18295f15ff609112a1
Yubin Xia
68b79e18295f15ff609112a2
Haibo Chen
MobiAgent: A Systematic Framework for Customizable Mobile Agents
With the rapid advancement of Vision-Language Models (VLMs), GUI-based mobile
agents have emerged as a key development direction for intelligent mobile
systems. However, existing agent models continue to face significant challenges
in real-world task execution, particularly in terms of accuracy and efficiency.
To address these limitations, we propose MobiAgent, a comprehensive mobile
agent system comprising three core components: the MobiMind-series agent
models, the AgentRR acceleration framework, and the MobiFlow benchmarking
suite. Furthermore, recognizing that the capabilities of current mobile agents
are still limited by the availability of high-quality data, we have developed
an AI-assisted agile data collection pipeline that significantly reduces the
cost of manual annotation. Compared to both general-purpose LLMs and
specialized GUI agent models, MobiAgent achieves state-of-the-art performance
in real-world mobile scenarios.
MobiAgent, a comprehensive mobile agent system, achieves state-of-the-art performance in real-world mobile scenarios through its MobiMind-series models, AgentRR framework, and MobiFlow benchmarking suite, while also reducing data annotation costs.
Vision-Language Models GUI-based mobile agents MobiAgent MobiMind-series AgentRR MobiFlow AI-assisted agile data collection