The representational hierarchy in human and artificial visual systems in the presence of object-scene regularities
Fig 4
DCNNs acquire human-like conceptual biases.
(A) The correlational plot shows the degree of similarity between behavioral judgments and each of the four DCNN architectures. (B) MDS spaces (metric stress) show consistent object-scene clusters in human behavioral judgments as well as DCNNs (last fully connected layer). (C) The object-scene cluster analysis (right) for behavioral and DCNNs (last layer) data, show a consistent significant effect of congruency (lower distance) for object-scene stimulus pairs. Dashed bars show the averaged data for the 6 stimulus pairs.