Programs that follow the ID3V2 standard should show the genres as found in the files.
Programs that can only deal with ID3V1 tags are limited to the standard genres.
This was true for Genres entered in ID3v1 tag format. A fixed list with 80 entries (from 0 = Blues to 79 = Hard Rock was defined, later some more Genre has been added from 80 = Folk to 125 = Dance Hall).
Currently, using ID3v2 tag format, you can use as Genre whatever you like. It is just a free-form text.