FineState-Bench - Mobile: 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), on the 698 mobile instances of FineState-Bench; single-point protocol on static screenshots, no localization hints; higher is better. Source: arxiv.org. Saturation forecast: Around March 2028. 8 models tracked.

Top models

#ModelScore
1Gemini 2.5 Flash17.6
2Claude 3.5 Sonnet11.5
3GPT-4o6.2

Interactive version: theaggregate.ai/benchmark?slug=finestate-bench-mobile · How It Works · Data refreshed daily, snapshot 2026-10-07.