Shape Bias Test Sets

This page contains the shape bias stimuli sets used in a study recently accepted at the International Conference on Machine Learning. Here is the citation for the paper:

Ritter, S*., Barrett D.G.T*., Santoro A., Botvinick, M.M. (in press) Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study (*equal contribution)

In this study, there are 10 exemplar sets. Each set contains a target object, a shape match and a color match. These are shown in folder called 10 SETS. THESE ARE NOT THE IMAGES USED BY RITTER, BARRETT, ET AL, but merely show the 3 objects in each set. The images, each containing 1 object, are in the folders labelled by background context.

SET 1 SET 2 SET 3 SET 4 SET 5 SET 6 SET 7 SET 8 SET 9 SET 10

Green Leaf background

Rocky background

Steel Grid background

Tile Floor background

Wooden Bench background

Last updated: June 27, 2017
Psychological and Brain Sciences
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