The primary method is to statistically assess latent class models with 2, 3, ..., up to the maximum plausible number of latent classes, and to statistically assess the fit of each one to the data.
Reference:
http://www.john-uebersax.com/stat/faq.htm#order
Intermediate Questions里的倒数第二个How does one determine the number of latent classes?