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AlphaFold 3

Summary

AlphaFold 3 extends protein structure prediction to joint complexes containing proteins, nucleic acids, small molecules, ions and modified residues. A diffusion-based coordinate generator enables one framework to model interaction types previously handled by specialized tools.

Capabilities

The reported evaluations showed improved accuracy for protein-ligand, protein-nucleic-acid and antibody-antigen interactions relative to selected contemporary baselines.[1] The broader molecular scope makes the system relevant to structural biology and drug discovery, while benchmark composition and data cutoffs remain important for interpretation.

See Protenix for an open-source reproduction based on the published architecture.

Citations

[1] Abramson et al. (2024), "Accurate structure prediction of biomolecular interactions with AlphaFold 3"