Yeah, I think this is one part where a reviewer or advisor could have focused questions.

There is a sentence in Appendix C: "We set k = 2 for all the methods on all the datasets and we report the maximum possible accuracy getting from the experiments for each method."

I'm not sure what the second part of that means exactly.