Welcome to PLATE-VS

PLATE-VS bridges the structure–activity gap by linking co-crystal protein–ligand complexes with curated ChEMBL affinity data. It enables generalization testing through chemical and binding-site similarity clustering, supporting evaluation of out-of-distribution generalization to new scaffolds, new pockets, or both.

Affinity Database

Browse all binding affinity data in the database

Loading binding affinity data...

Data Visualizations

Explore cluster analysis and data distribution visualizations

Actives Distribution by UniProt

Actives Distribution by UniProt

Top 50 UniProt Actives

Top 50 UniProt Actives

Bottom 50 UniProt Actives

Bottom 50 UniProt Actives

Total Activities Without Overlap

Total Activities Without Overlap

Unique Molecules With Overlap

Unique Molecules With Overlap

Unique Molecules Without Overlap

Unique Molecules Without Overlap

Maximal Curation Agreement

Maximal Curation Agreement

Minimal Curation Agreement

Minimal Curation Agreement

Overlap Curation Comparison

Overlap Curation Comparison

Actives vs Decoys CDF

Actives vs Decoys CDF

Actives vs Decoys Violin Plot

Actives vs Decoys Violin Plot

Shape Similarity Distribution

Shape Similarity Distribution