IdeaAMBIG Benchmark Evaluates Implementation Gaps in Research Specifications
September 8, 2026
IdeaAMBIG is a benchmark of 660 instances designed to measure how well research methods can be implemented by humans or coding agents. It identifies gaps between theoretical specifications and actual implementation requirements using real-world data from reproducibility reports and GitHub issues.
HOW THIS AFFECTS YOU
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builderThis provides a way to measure how reliably coding agents can translate research papers into executable code.
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researcherYou can use this to evaluate the clarity and implementability of new methodological frameworks.