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arXiv 2610.07557 · cs.SE · 2026-10-06

CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers?

Hang He, Li Wang, Hao Chen, Yuchen Shao, Yuling Shi, Lisheng Wang, Peiyang Liu, Goose Lin and 4 more

Humanlaya Data Lab

In latest · #215 Added on 2026-10-21

One-line takeaway

CheckerBench tests whether long-horizon agents can build working static-analysis checkers, with 300 tasks from 297 CVEs.

CheckerBench 用源自 297 个 CVE 的 300 个任务,测智能体能否在真实仓库写出静态分析检查器。

72HF upvotes
2GitHub stars
2Citations (Semantic Scholar)
51.7Buzz score

Read on arXiv PDF Hugging Face discussion Code

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original. Takeaway revised on 2026-10-21.

Data updated: Latest AI papers(UTC+8)