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Ivan Poddiakov

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Book Open access Aug 2026

SAASBench: A Synthetic Antibody–antigen Specificity Benchmark

SAASBench provides a framework for evaluating the model's ability to estimate the specificity of a candidate antibody in relevant settings, indicating that strong performance on traditional affinity benchmarks does not automatically translate into reliable antibody specificity estimation in proteome-derived settings.

Dmitriy Umerenkov, Ivan Poddiakov · 0 citations
Book Open access Aug 2026

SAASBench: A Synthetic Antibody–antigen Specificity Benchmark

SAASBench provides a framework for evaluating the model's ability to estimate the specificity of a candidate antibody in relevant settings, indicating that strong performance on traditional affinity benchmarks does not automatically translate into reliable antibody specificity estimation in proteome-derived settings.

Dmitriy Umerenkov, Ivan Poddiakov · 0 citations

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