agent/papers/items/2026-2607-06411-rubench-a-repository-level-agentic-coding-benchmark-with-natively-authored-russi.md

Paper: RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications

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type: paper title: "RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications" authors: Evgeny Shilov year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.06411 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-07 updated_at: 2026-07-07 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• reasoning methods:

benchmarks:

models:

datasets:

• cs.SE
• cs.AI
• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 16 collection_queries: agent-evaluation, coding-agent

One-line Takeaway

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

Why Collected

• matched queries: agent-evaluation, coding-agent
• inferred topics: agent-evaluation, coding-agent, reasoning
• arXiv categories: cs.SE, cs.AI, cs.CL
• 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/2607.06411