Our HCapsNet achieves the best results on 5 out of 6 datasets, which verifies the effectiveness of our model.
hCapsNet outperforms vanilla capsule network Capsule-B ] by a remarkable margin, which only utilizes the dynamic routing mechanism without hyperplane projecting.