Crossing the street is a continuous action. You could just as well say, "I'm watching him crossing the street."
That's slightly ambiguous, because it could mean that you're watching him while you're crossing the street. So using cross instead of crossing is clearer. (But not much, since the context will probably be understood. Either word is really fine.)

Student or Learner