Evaluating Claude’s bioinformatics research capabilities with BioMysteryBench

This post introduces BioMysteryBench, a novel bioinformatics benchmark designed to evaluate Claude's scientific research capabilities. It details the challenges in evaluating AI in complex scientific domains, such as the subjectivity of research methods and the messiness of real-world data. BioMysteryBench addresses these by using real-world bioinformatics data with objective, ground-truth answers derived from controllable data properties, enabling 'superhuman' question generation. The benchmark provides Claude with access to canonical bioinformatics tools and databases, allowing for diverse problem-solving strategies. The post presents results showing Claude's rapid improvement in biological scientific capabilities and its ability to solve problems that human experts found difficult.