Study: Simple methods achieve high accuracy in known protein interaction prediction
anshulkundaje · x · 2026-08-17
A study on Protein-Protein Interaction (PPI) prediction reveals:
- Baselines matter: Simple methods can achieve high accuracy for known proteins; researchers should know their prediction tasks and try baselines first.
- Current limitations: Current sequence-based methods are not designed for predicting the "dark interactome".
- Dataset release: The team created a leakage-free dataset to support future development in this area.
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