Benchmark - Developers Digest https://www.developersdigest.tech/blog/tags/benchmark Articles about Benchmark on Developers Digest en Fri, 14 Aug 2026 23:22:38 GMT <![CDATA[The ICML 2026 Agent Reproduction Audit: 23% of Examined Papers Had Falsified or Contested Claims]]> https://www.developersdigest.tech/blog/icml-2026-reproduction-audit https://www.developersdigest.tech/blog/icml-2026-reproduction-audit Fri, 14 Aug 2026 00:00:00 GMT News AI Research AI Agents Benchmark <![CDATA[Change2Task: The Assembly Line for Coding Agent Training Data]]> https://www.developersdigest.tech/blog/change2task-repo-changes-to-coding-agent-tasks https://www.developersdigest.tech/blog/change2task-repo-changes-to-coding-agent-tasks Fri, 31 Jul 2026 00:00:00 GMT News AI Agents Benchmark Research <![CDATA[ORCA-bench: Frontier Agents Score 10% on Hard Oncall RCA]]> https://www.developersdigest.tech/blog/orca-bench-oncall-rca-agents-not-ready https://www.developersdigest.tech/blog/orca-bench-oncall-rca-agents-not-ready Fri, 31 Jul 2026 00:00:00 GMT News AI Agents Benchmark SRE Observability Research <![CDATA[PAIChecker: 13.6% of SWE-bench Verified Instances Have Misaligned PR-Issue Pairs]]> https://www.developersdigest.tech/blog/paichecker-swe-bench-pr-issue-misalignment https://www.developersdigest.tech/blog/paichecker-swe-bench-pr-issue-misalignment Fri, 31 Jul 2026 00:00:00 GMT News AI Agents Benchmark Code Review Research <![CDATA[SWE-NFI: The Benchmark That Catches What Coding Agents Miss]]> https://www.developersdigest.tech/blog/swe-nfi-coding-agents-quality-benchmark https://www.developersdigest.tech/blog/swe-nfi-coding-agents-quality-benchmark Fri, 31 Jul 2026 00:00:00 GMT News AI Agents Benchmark Code Quality Research