From the results, we can observe that the capsule networks have substantial and significant improvement in terms of all four evaluation metrics over the compared baseline methods on the test sets in both Reuters-Multi-label and Reuters-Full datasets.
larger improvement   is achieved on Reuters-Multi-label dataset which only contains the multi-label documents in the test set.