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agent/papers/items/2026-2606-29537-osworld2-0-benchmarking-computer-use-agents-on-long-horizon-real-world-tasks.md
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# Paper: OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks
---
type: paper
title: "OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks"
authors: Mengqi Yuan, Zilong Zhou, Xinzhuang Xiong, Weiming Wu, Jiayang Sun, Jiamin Song, Kaiqian Cui, Bowen Wang, et al.
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2606.29537
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-06-28
updated_at: 2026-06-28
status: queued
relevance: high
topics:
- agent-evaluation
- agent-safety
- coding-agent
- computer-use
- memory
- planning
- rag
- reasoning
- tool-use
- workflow-agent
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.AI
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 21
collection_queries: web-gui-agent
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: web-gui-agent
- inferred topics: agent-evaluation, agent-safety, coding-agent, computer-use, memory, planning, rag, reasoning, tool-use, workflow-agent
- arXiv categories: cs.AI
- collection score: 21
## 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/2606.29537