Human-like dissociations between confidence and accuracy in convolutional neural networks
Fig 2
Confidence-accuracy dissociations in CNNs.
For all experiments and networks (custom 4-layer CNN, VGG-19 and ResNet-50), accuracy was matched across energy conditions, but confidence significantly increases with energy levels. The violin plots show the kernel density estimates of the data distribution. *p<0.05; **p<0.01; ***p<0.001; ****p<0.0001; n.s., not significant.