FineState-Bench - Web: 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 701 web instances of FineState-Bench; single-point protocol on static screenshots, no localization hints; higher is better. Source: arxiv.org. Saturation forecast: Around July 2028. 8 models tracked.

Top models

#ModelScore
1Gemini 2.5 Flash11.8
2GPT-4o4.5
3Claude 3.5 Sonnet1.9

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