FineState-Bench: leaderboard
Metric: Exact-state success rate at interact (ES-SR@Int, %): the predicted operation point falls inside the state-changing region of the target control and the resulting state equals the instructed exact goal state (a slider value, toggle, selected option), mean of the mobile, web and desktop rates, on FineState-Bench (2,209 instances, 23 UI component types); single-point protocol on static screenshots, no localization hints; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 10 |
| 2 | Claude 3.5 Sonnet | 5.6 |
| 3 | GPT-4o | 4.3 |
Interactive version: theaggregate.ai/benchmark?slug=finestate-bench · How It Works · Data refreshed daily, snapshot 2026-10-07.