Thanks for your comment . I have seen few research article which are talking about some comparison between different techniques. You may want to check this link.

https://www.researchgate.net/publication/320465713_A_Comparative_Study_of_Categorical_Variable_Encoding_Techniques_for_Neural_Network_Classifiers