TxBench-PP benchmark shows leading AI agents achieve at most 59% success on tasks requiring recovery of preclinical pharmacology conclusions from assay data.
Open TG-GATEs: a large-scale toxicogenomics database
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
A new harmonized multi-dataset resource of small molecule perturbation transcriptomics is introduced, revealing weak cross-dataset logFC agreement but improved compound embedding performance in held-out evaluations.
citing papers explorer
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TxBench-PP: Analyzing AI Agent Performance on Small-Molecule Preclinical Pharmacology
TxBench-PP benchmark shows leading AI agents achieve at most 59% success on tasks requiring recovery of preclinical pharmacology conclusions from assay data.
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Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
A new harmonized multi-dataset resource of small molecule perturbation transcriptomics is introduced, revealing weak cross-dataset logFC agreement but improved compound embedding performance in held-out evaluations.