MobiFlow (GUI Models) - Instruction Noise Completion: leaderboard
Metric: Completion rate (%) with noise added to the instruction 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
| # | Model | Score |
|---|---|---|
| 1 | uitars-1.5-7B | 63.1 |
Interactive version: theaggregate.ai/benchmark?slug=mobiflow-gui-models-instruction-noise-completion · How It Works · Data refreshed daily, snapshot 2026-10-07.