Virtual Cells as Causal World Models: A Perspective on Evaluation

Tiffany Callahan, Zane Beckwith, Thomas Merth, Constantijn van der Poel, Adam Lewis, Pablo Lemos

Published: 23 Sept 2025, Last Modified: 26 Sept 2025AI4D3 2025 PosterEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Virtual cells; causal evaluation; mechanistic modeling; benchmarking; causal models; world models
TL;DR: A perspective on evaluating causal models of virtual cells.
Submission Number: 25