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
6678cbd08a4064c02b703435
/avatars/9eb17952866811c42796ee528056cb47.svg
Cheng Zhang
user
sjtuzc
68b79e18295f15ff6091129a
Erhu Feng
claimed_verified
2025-09-03T08:31:19.848Z
668cbb45e7cc32ad4d3d0032
/avatars/8c65cbc36e9494343fb47488fa641676.svg
Erhu Feng
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