Overall accuracy and macro-averaged F1-score (± standard deviation) on the permuted sequential MNIST benchmark’s test set after 50 epochs and for different cell types.
Images are fed to the recurrent network line by line and N black lines are added at the bottom of the image after permutation. We note that when N equals 72(472) the resulting image has 100(500) lines