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Model update · 2023 · peer-reviewed

RFdiffusion entered the model lineage

Converted a structure-prediction lineage into a generative protein-design system.

ModelRFdiffusion
OrganizationInstitute for Protein Design, UW
Year2023
Event typeversion-release
Evidence sourcepeer-reviewed
Editorial statuscurated

Why this model matters

RFdiffusion applies denoising diffusion to protein backbones, generating novel folds, binders, symmetric assemblies and scaffolds around functional motifs. Paired with ProteinMPNN for sequence design, it is the workhorse of modern de novo protein design and lab-validated binders.

Current evidence boundary

  • Performance depends on the evaluation dataset and operating conditions.
  • Task-specific benchmark results should not be compared across unlike domains.
  • Outputs require task-specific scientific and experimental validation.