Zero-shot evaluations expose structured generalization limits in predictive models of the brain
Ruolin Wang, Mayukh Deb, Alex Abate, Alish Dipani, Kushal Reddy Dudipala, Sanjana Chillarege, Kruthik Ravikanti, Yuxuan Li, Haider Al-Tahan, Ranjani Koushik, Elizabeth Mieczkowski, Herrick Fung, Nancy Kanwisher, N. Apurva Ratan Murty
The paper introduces a zero-shot evaluation framework to assess predictive models of the brain, revealing structured generalization limits and linking prediction performance to cognitive neuroscience findings.
bioRxiv · Sep 21, 2026 · PreprintNeuroscience