MobileJudgeBench (Simple Baseline Judge): leaderboard
Metric: Judge accuracy (%; share of 931 human-annotated mobile-agent trajectories, from 6 benchmarks, 4 agent models and 68 apps, whose success or failure the judge classifies correctly; the authors' simple baseline judge: 48 uniformly sampled screenshots at a 600 px long edge, no UI metadata or agent reasoning, greedy decoding). Source: arxiv.org. Saturation forecast: Estimated already saturated. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 90.9 |
| 2 | GPT-5 Mini | 90.8 |
| 3 | Claude Sonnet 4.5 | 86 |
| 4 | Qwen 2.5 VL 72B Instruct | 85.7 |
| 5 | GLM-4.6V | 84.9 |
Interactive version: theaggregate.ai/benchmark?slug=mobilejudgebench-simple-baseline-judge · How It Works · Data refreshed daily, snapshot 2026-09-26.