A-CODE presents a fully atomic one-stage multimodal diffusion model for protein co-design that claims superior unconditional generation performance over prior one- and two-stage models plus a tenfold success-rate gain on hard binder-design tasks.
Odesign: A world model for biomolecular interaction design
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q-bio.QM 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
ProtDBench is a new evaluation benchmark that standardizes protein binder design assessment, reveals verifier-dependent bias in structure predictors, and compares generative methods under fixed 24-hour and diversity-aware criteria.
citing papers explorer
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A-CODE: Fully Atomic Protein Co-Design with Unified Multimodal Diffusion
A-CODE presents a fully atomic one-stage multimodal diffusion model for protein co-design that claims superior unconditional generation performance over prior one- and two-stage models plus a tenfold success-rate gain on hard binder-design tasks.
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ProtDBench: A Unified Benchmark of Protein Binder Design and Evaluation
ProtDBench is a new evaluation benchmark that standardizes protein binder design assessment, reveals verifier-dependent bias in structure predictors, and compares generative methods under fixed 24-hour and diversity-aware criteria.