VenusBench-Mobile - Conflict: leaderboard
Metric: Task success rate (%) on the 22 conflict (instructions that contradict the GUI state and need clarification) tasks on VenusBench-Mobile, user-intent-driven Android tasks in emulated apps (screenshot-only observations, step-by-step GUI actions, task-specific verification functions with an MLLM checker where visual or semantic judgment is needed); higher is better. Source: arxiv.org. Saturation forecast: Around May 2028. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | MAI-UI-8B | 13.6 |
| 2 | GUI-Owl-7B | 0 |
Interactive version: theaggregate.ai/benchmark?slug=venusbench-mobile-conflict · How It Works · Data refreshed daily, snapshot 2026-10-07.