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MobiFlow: Real-World Mobile Agent Benchmark

MobiFlow: Real-World Mobile Agent Benchmark
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πŸ“„Read original on ArXiv AI

πŸ’‘New benchmark fixes mobile agent eval gaps for real appsβ€”essential for GUI AI devs!

⚑ 30-Second TL;DR

What Changed

Proposes MobiFlow for benchmarking mobile agents on third-party apps

Why It Matters

MobiFlow bridges benchmark-real world gaps, enabling accurate mobile agent evaluation and improved GUI model training under realistic workloads.

What To Do Next

Download MobiFlow from arXiv:2604.09587v1 to benchmark your mobile agent on 240 real tasks.

Who should care:Researchers & Academics

Key Points

  • β€’Proposes MobiFlow for benchmarking mobile agents on third-party apps
  • β€’Uses multi-trajectory fusion for efficient graph construction
  • β€’Covers 20 apps with 240 diverse real-world tasks
  • β€’Shows higher alignment with human assessments vs AndroidWorld
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