iOSWorld (Vision-Only) - Memory: leaderboard
iOSWorld is a mobile GUI-agent benchmark of 133 tasks across 26 purpose-built iOS apps sharing one user identity, spanning single-app, multi-app and long-horizon memory tasks. This board reports Task pass rate (%) on the 46 long-horizon memory tasks, vision-only; higher is better.
Metric: Task pass rate (%) on the 46 long-horizon memory tasks, vision-only; higher is better. Source: arxiv.org. Saturation forecast: Around November 2028. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3 Flash | 21.7 | #164 |
| 2 | Claude Sonnet 4.6 | 13 | #161 |
| 3 | GPT-5.4 Mini | 10.9 | #389 |
| 4 | Claude Opus 4.6 | 8.7 | #102 |
| 5 | GPT-5.4 | 6.5 | #123 |
| 6 | Qwen 3.5 35B A3B | 4.3 | #482 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=iosworld-vision-only-memory · How It Works · Data refreshed daily, snapshot 2026-11-13.