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Model update · 2021 · peer-reviewed

RoseTTAFold entered the model lineage

Introduced joint reasoning across one-, two- and three-dimensional representations.

ModelRoseTTAFold / All-Atom
OrganizationInstitute for Protein Design, UW
Year2021
Event typeversion-release
Evidence sourcepeer-reviewed
Editorial statuscurated

Why this model matters

RoseTTAFold introduced a 'three-track' architecture reasoning jointly over sequence, distances and coordinates. RoseTTAFold All-Atom (2024) models proteins together with small molecules, nucleic acids and covalent modifications. David Baker's lab is the epicenter of open protein AI and shared the 2024 Nobel Prize in Chemistry.

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.