Chem2Gen-Bench is a new benchmark and evaluation framework for measuring alignment between chemical and genetic perturbation responses in matched cell-target contexts using retrieval, similarity, and embedding comparisons.
URL https://www.biorxiv.org/content/early/2025/08/ 21/2025.08.18.670981
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.LG 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
VCR-Agent uses mechanistic action graphs and verifier filtering to autonomously produce validated biological explanations from the Tahoe-100M atlas, yielding the VC-TRACES dataset that improves factual precision and gene expression prediction when used for training.
citing papers explorer
-
Chem2Gen-Bench: Benchmarking Chemical-to-Genetic Translation in Perturbation Response Space
Chem2Gen-Bench is a new benchmark and evaluation framework for measuring alignment between chemical and genetic perturbation responses in matched cell-target contexts using retrieval, similarity, and embedding comparisons.
-
Towards Autonomous Mechanistic Reasoning in Virtual Cells
VCR-Agent uses mechanistic action graphs and verifier filtering to autonomously produce validated biological explanations from the Tahoe-100M atlas, yielding the VC-TRACES dataset that improves factual precision and gene expression prediction when used for training.