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MobiFlow: Real-World Mobile Agent Benchmark

MobiFlow: Real-World Mobile Agent Benchmark
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📄Read original on ArXiv AI
#mobile-agents#benchmarking#gui#trajectory-fusionmobiflowmobiflowandroidworld

💡New benchmark fixes mobile agent eval gaps for real apps—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

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