"What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses"

Or: "DeepGaze vs SceneWalk"

Here you can find project code for our NeurIPS 2025 paper "What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses", available at https://openreview.net/forum?id=cnrwqlr8dg.

Right now, the repository contains code for the SceneWalk-X model implemented in Jax. The original numpy implementation, for reference, can be found here.

We are also working on releasing the code to reproduce the paper's experiments.