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MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile
  LLM Agents

MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents

12 June 2024
Luyuan Wang
Yongyu Deng
Yiwei Zha
Guodong Mao
Qinmin Wang
Tianchen Min
Wei Chen
Shoufa Chen
    LLMAG
ArXivPDFHTML

Papers citing "MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents"

10 / 10 papers shown
Title
EcoAgent: An Efficient Edge-Cloud Collaborative Multi-Agent Framework for Mobile Automation
EcoAgent: An Efficient Edge-Cloud Collaborative Multi-Agent Framework for Mobile Automation
Biao Yi
Xavier Hu
Y. Chen
Shengyu Zhang
Hongxia Yang
Fan Wu
Fei Wu
LLMAG
60
0
0
08 May 2025
FedMABench: Benchmarking Mobile Agents on Decentralized Heterogeneous User Data
Wenhao Wang
Zijie Yu
Rui Ye
J. Zhang
S. Chen
Yanfeng Wang
FedML
45
0
0
07 Mar 2025
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions
Yuxuan Liu
Hongda Sun
Wei Liu
Jian Luan
Bo Du
Rui Yan
48
1
0
24 Feb 2025
Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large
  Language Models without Fine-Tuning
Attention-driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models without Fine-Tuning
Hai-Ming Xu
Qi Chen
Lei Wang
Lingqiao Liu
62
1
0
14 Dec 2024
Probing the Capacity of Language Model Agents to Operationalize
  Disparate Experiential Context Despite Distraction
Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction
Sonny George
Chris Sypherd
Dylan Cashman
LLMAG
63
0
0
19 Nov 2024
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
Biao Wu
Yanda Li
Meng Fang
Zirui Song
Zhiwei Zhang
Yunchao Wei
L. Chen
LM&Ro
LLMAG
OffRL
AI4TS
39
3
0
04 Nov 2024
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
Zhangheng Li
Keen You
H. Zhang
Di Feng
Harsh Agrawal
Xiujun Li
Mohana Prasad Sathya Moorthy
Jeff Nichols
Y. Yang
Zhe Gan
MLLM
42
18
0
24 Oct 2024
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation
SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation
Jingxuan Chen
Derek Yuen
Bin Xie
Y. Yang
Gongwei Chen
...
Liqiang Nie
Yasheng Wang
Jianye Hao
Jun Wang
Kun Shao
LLMAG
31
5
0
19 Oct 2024
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model
  Agents
CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
Tianqi Xu
Linyao Chen
Dai-Jie Wu
Yanjun Chen
Zecheng Zhang
...
Shilong Liu
Bochen Qian
Philip H. S. Torr
Bernard Ghanem
G. Li
38
14
0
01 Jul 2024
CogAgent: A Visual Language Model for GUI Agents
CogAgent: A Visual Language Model for GUI Agents
Wenyi Hong
Weihan Wang
Qingsong Lv
Jiazheng Xu
Wenmeng Yu
...
Juanzi Li
Bin Xu
Yuxiao Dong
Ming Ding
Jie Tang
MLLM
137
310
0
14 Dec 2023
1