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PGP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Binary safety classificationPGP Response
F1 Score75
13
Binary safety classificationPGP Query
F1 Score89
13
Property-Specific Molecule GenerationPGP
SA Score2.45
9
Molecular Property ClassificationPgp
Delta ID-Churn0.3
5
Distributional disagreement (sym-KL)Pgp (id-test)
Delta Symmetric KL Divergence (delta sym-KL)-0.5
5
drug absorption property predictionPgp
ROC-AUC93
5
Top-K ranking stabilityPgp id (test)
Jaccard Similarity63
3
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