Single-Instance Prediction Tasks

Single-instance prediction tasks involve predicting properties of individual molecules, including ADME properties, toxicity, quantum mechanics, and more.

ADME

Pharmaco-kinetics

Datasets (21):

  • Caco2_Wang
  • PAMPA_NCATS
  • HIA_Hou
  • • And 18 more...
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Tox

Toxicity

Datasets (10):

  • hERG
  • hERG_Karim
  • AMES
  • • And 7 more...
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HTS

High-Throughput Screening

Datasets (5):

  • HIV
  • SARSCoV2_3CLPro_Diamond
  • SARSCoV2_Vitro_Touret
  • • And 2 more...
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QM

Quantum Mechanics

Datasets (3):

  • QM7b
  • QM8
  • QM9
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Yields

Reaction Yields Prediction

Datasets (2):

  • Buchwald-Hartwig
  • USPTO
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Epitope

Epitope Prediction

Datasets (2):

  • IEDB_Jespersen
  • PDB_Jespersen
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Develop

Developability Prediction

Datasets (2):

  • TAP
  • SAbDab_Chen
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CRISPROutcome

CRISPR Repair Prediction

Datasets (1):

  • Leenay
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