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Papers Benchmarks Datasets Tasks

PGP dataset and benchmarks · SOTA2 Research

Research Datasets

PGP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Binary safety classification

PGP Response

75F1 Score

13

Binary safety classification

PGP Query

89F1 Score

13

Property-Specific Molecule Generation

PGP

2.45SA Score

9

Molecular Property Classification

Pgp

0.3Delta ID-Churn

5

Distributional disagreement (sym-KL)

Pgp (id-test)

-0.5Delta Symmetric KL Divergence (delta sym-KL)

5

drug absorption property prediction

Pgp

93ROC-AUC

5

Top-K ranking stability

Pgp id (test)

63Jaccard Similarity

3

Popular tasks

Binary Safety Classification Molecular Property Classification Property-Specific Molecule Generation drug absorption property prediction Distributional disagreement (sym-KL)

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