MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
Fuente:
arXiv
Saved in:
| Main Authors: | Kong, Quyu, Zhang, Xu, Yang, Zhenyu, Gao, Nolan, Liu, Chen, Tong, Panrong, Cai, Chenglin, Zhou, Hanzhang, Zhang, Jianan, Chen, Liangyu, Liu, Zhidan, Hoi, Steven, Wang, Yue |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
by: Zhou, Hanzhang, et al.
Published: (2025)
by: Zhou, Hanzhang, et al.
Published: (2025)
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
by: Chen, Liangyu, et al.
Published: (2025)
by: Chen, Liangyu, et al.
Published: (2025)
Byte-token Enhanced Language Models for Temporal Point Processes Analysis
by: Kong, Quyu, et al.
Published: (2025)
by: Kong, Quyu, et al.
Published: (2025)
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents
by: Wang, Luyuan, et al.
Published: (2024)
by: Wang, Luyuan, et al.
Published: (2024)
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
by: Loo, Gowen, et al.
Published: (2025)
by: Loo, Gowen, et al.
Published: (2025)
MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios
by: Song, Zhiheng, et al.
Published: (2026)
by: Song, Zhiheng, et al.
Published: (2026)
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
by: Ganapavarapu, Giridhar, et al.
Published: (2026)
by: Ganapavarapu, Giridhar, et al.
Published: (2026)
FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems
by: Wang, Wenhao, et al.
Published: (2026)
by: Wang, Wenhao, et al.
Published: (2026)
MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment
by: Wu, Qinzhuo, et al.
Published: (2026)
by: Wu, Qinzhuo, et al.
Published: (2026)
FedMABench: Benchmarking Mobile Agents on Decentralized Heterogeneous User Data
by: Wang, Wenhao, et al.
Published: (2025)
by: Wang, Wenhao, et al.
Published: (2025)
MMInA: Benchmarking Multihop Multimodal Internet Agents
by: Tian, Shulin, et al.
Published: (2024)
by: Tian, Shulin, et al.
Published: (2024)
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
by: Wang, Junyang, et al.
Published: (2024)
by: Wang, Junyang, et al.
Published: (2024)
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments
by: Liu, Guangyi, et al.
Published: (2026)
by: Liu, Guangyi, et al.
Published: (2026)
MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation
by: Wang, Wenhao, et al.
Published: (2026)
by: Wang, Wenhao, et al.
Published: (2026)
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
by: Deng, Shihan, et al.
Published: (2024)
by: Deng, Shihan, et al.
Published: (2024)
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents
by: Zhao, Pengxiang, et al.
Published: (2025)
by: Zhao, Pengxiang, et al.
Published: (2025)
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
by: Jia, Hongrui, et al.
Published: (2025)
by: Jia, Hongrui, et al.
Published: (2025)
InfoPO: Information-Driven Policy Optimization for User-Centric Agents
by: Kong, Fanqi, et al.
Published: (2026)
by: Kong, Fanqi, et al.
Published: (2026)
MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment
by: Shi, Yucheng, et al.
Published: (2025)
by: Shi, Yucheng, et al.
Published: (2025)
TrafficSimAgent: A Hierarchical Agent Framework for Autonomous Traffic Simulation with MCP Control
by: Du, Yuwei, et al.
Published: (2025)
by: Du, Yuwei, et al.
Published: (2025)
Taming Asynchronous CPU-GPU Coupling for Frequency-aware Latency Estimation on Mobile Edge
by: Chen, Jiesong, et al.
Published: (2026)
by: Chen, Jiesong, et al.
Published: (2026)
Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation
by: Qu, Heng, et al.
Published: (2026)
by: Qu, Heng, et al.
Published: (2026)
MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation
by: Li, Ning, et al.
Published: (2025)
by: Li, Ning, et al.
Published: (2025)
VenusBench-Mobile: A Challenging and User-Centric Benchmark for Mobile GUI Agents with Capability Diagnostics
by: Gong, Yichen, et al.
Published: (2026)
by: Gong, Yichen, et al.
Published: (2026)
MobiFlow: Real-World Mobile Agent Benchmarking through Trajectory Fusion
by: Feng, Yunfei, et al.
Published: (2026)
by: Feng, Yunfei, et al.
Published: (2026)
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
by: Wang, Zhenting, et al.
Published: (2025)
by: Wang, Zhenting, et al.
Published: (2025)
MobileWorldBench: Towards Semantic World Modeling For Mobile Agents
by: Li, Shufan, et al.
Published: (2025)
by: Li, Shufan, et al.
Published: (2025)
FinMCP-Bench: Benchmarking LLM Agents for Real-World Financial Tool Use under the Model Context Protocol
by: Zhu, Jie, et al.
Published: (2026)
by: Zhu, Jie, et al.
Published: (2026)
MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation
by: Kong, Yi, et al.
Published: (2025)
by: Kong, Yi, et al.
Published: (2025)
SimuWoB: Simulating Real-World Mobile Apps for Fast and Faithful GUI Agent Benchmarking
by: Liu, Guohong, et al.
Published: (2026)
by: Liu, Guohong, et al.
Published: (2026)
MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents
by: Xu, Yifan, et al.
Published: (2025)
by: Xu, Yifan, et al.
Published: (2025)
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
by: Rawles, Christopher, et al.
Published: (2024)
by: Rawles, Christopher, et al.
Published: (2024)
Scalable Environments Drive Generalizable Agents
by: Zhang, Jiayi, et al.
Published: (2026)
by: Zhang, Jiayi, et al.
Published: (2026)
Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents
by: Xu, Weikai, et al.
Published: (2025)
by: Xu, Weikai, et al.
Published: (2025)
Me-Agent: A Personalized Mobile Agent with Two-Level User Habit Learning for Enhanced Interaction
by: Wang, Shuoxin, et al.
Published: (2026)
by: Wang, Shuoxin, et al.
Published: (2026)
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools
by: Wang, Wenhao, et al.
Published: (2025)
by: Wang, Wenhao, et al.
Published: (2025)
ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use
by: Liu, Shusen, et al.
Published: (2025)
by: Liu, Shusen, et al.
Published: (2025)
MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools
by: Guo, Zikang, et al.
Published: (2025)
by: Guo, Zikang, et al.
Published: (2025)
De-Linearizing Agent Traces: Bayesian Inference of Latent Partial Orders for Efficient Execution
by: Li, Dongqing, et al.
Published: (2026)
by: Li, Dongqing, et al.
Published: (2026)
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
by: Wang, Wenhao, et al.
Published: (2025)
by: Wang, Wenhao, et al.
Published: (2025)
Similar Items
-
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents
by: Zhou, Hanzhang, et al.
Published: (2025) -
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning
by: Chen, Liangyu, et al.
Published: (2025) -
Byte-token Enhanced Language Models for Temporal Point Processes Analysis
by: Kong, Quyu, et al.
Published: (2025) -
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents
by: Wang, Luyuan, et al.
Published: (2024) -
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
by: Loo, Gowen, et al.
Published: (2025)