MobiFlow (GUI Models): leaderboard

Metric: Success rate (%) in the base scenario, the share of tasks whose goal state is reached on MobiFlow's 240 real-world tasks in 20 third-party Android apps, scored on task-completion state graphs fused from real trajectories, at most 50 steps; GUI agent models in their official execution frameworks (vLLM); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 4 models tracked.

Top models

#ModelScore
1uitars-1.5-7B60.4

Interactive version: theaggregate.ai/benchmark?slug=mobiflow-gui-models · How It Works · Data refreshed daily, snapshot 2026-10-07.