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agent/papers/items/2026-2607-17050-evogui-an-evolution-aware-benchmark-for-gui-state-transition-understanding.md
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# Paper: EvoGUI: An Evolution-Aware Benchmark for GUI State-Transition Understanding
---
type: paper
title: "EvoGUI: An Evolution-Aware Benchmark for GUI State-Transition Understanding"
authors: Yaohan Yang, Minglei Shi, Borui Zhang, Jie Zhou, Jiwen Lu
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2607.17050
code_url:
source: arxiv
collected_at: 2026-07-27
published_at: 2026-07-18
updated_at: 2026-07-18
status: queued
relevance: high
topics:
- agent-evaluation
- computer-use
- planning
- rag
- tool-use
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.CV
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 16
collection_queries: agent-evaluation, web-gui-agent
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: agent-evaluation, web-gui-agent
- inferred topics: agent-evaluation, computer-use, planning, rag, tool-use
- arXiv categories: cs.CV
- collection score: 16
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2607.17050