Although both GCCA and CCA show improved performance as the sample size  of [train-E/J] increases, not surprisingly, GCCA is gradually overtaken by CCA when we have enough samples to learn the relevance between English and Japanese texts directly.
accuracies of image-mediated learning in the cases when [train-E/J] is scarce are higher than CCA baseline.