Author

Kushal Dudipala

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Open access Sep 2026

Standardized human tests show that most vision models are face-blind

Face recognition ability varies enormously across humans. Individuals with face-blindness (prosopagnosia) struggle to recognize even close family members while super-recognizers can identify strangers with exceptional accuracy. Where do ANNs fall within the human face recognition spectrum? Here, we administered the sta...

Kushal Dudipala, Florencia Martinez-Addiego, D. Rahnev et al. · bioRxiv · 0 citations

Open access Sep 2026

Zero-shot evaluations expose structured generalization limits in predictive models of the brain

A principled zero-shot model evaluation framework in which ANN-based encoding models are frozen before being tested on not just held out images but entirely new datasets to help better understand what current models capture and what still remains to be explained.

Ruo-Lin Wang, Mayukh Deb, Alex Abate et al. · bioRxiv · 0 citations