agent/papers/items/2026-2607-21217-icae-bench-evaluating-coding-agents-as-interactive-project-builders.md

Paper: ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders

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type: paper title: "ICAE-Bench: Evaluating Coding Agents as Interactive Project Builders" authors: Zhongyuan Peng, Dan Huang, Chuyu Zhang, Caijun Xu, Changyi Xiao, Shibo Hong, David Lo, Lin Qiu, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.21217 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-23 updated_at: 2026-07-23 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• computer-use
• planning
• tool-use
• workflow-agent
• world-model methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 18 collection_queries: coding-agent, tool-use

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: coding-agent, tool-use
• inferred topics: agent-evaluation, coding-agent, computer-use, planning, tool-use, workflow-agent, world-model
• arXiv categories: cs.AI
• collection score: 18

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/2607.21217