From the results, we observe that the capsule networks achieve best results on 4 out of 6 benchmarks, which verifies the effectiveness of the capsule networks.
our model substantially and consistently outperforms    To analyze the effect of varying different components of our capsule architecture for text classification, we also report the ablation test of the capsule-B model in terms of using different setups of the capsule network.