AWS and Johns Hopkins launch Antibody Developability Benchmark for AI-guided antibody design

Jul 10, 2026

AWS and the Gray Lab at Johns Hopkins Whiting School of Engineering have announced the Antibody Developability Benchmark, a database for AI/ML antibody design. The benchmark is powered by one of the most diverse antibody datasets in public literature, enabling transparent performance evaluation for AI-guided antibody design.

Why it matters: This benchmark provides a standardized, transparent dataset for evaluating AI models in antibody design, potentially accelerating drug discovery and development.

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