Exactly...we do not know. And the US military is not going to publish it.What we don't know from these exercises if these aircraft are equipped with advanced IRST, or anything like AIM-9X with HMS.
But it is a safe bet that they train the aircraft and personnel against the best that they are likely to confront in any possible confrontation with OPFOR. So they are training and performing exercises against whatever the best that it is envisioned that a possible OPFOR could field.
That is a safe place to start. And in the exercises I am aware of, the OPFOR has had a very difficult time even finding the F-22, much less locking on to it and scoring kills.