A hierarchical auto-annotation pipeline plus episode-aware federated aggregation lets mobile GUI agents be trained on automatically labeled user trajectories at about 1% of human annotation cost.
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents, June 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
A hierarchical auto-annotation pipeline plus episode-aware federated aggregation lets mobile GUI agents be trained on automatically labeled user trajectories at about 1% of human annotation cost.