I agree with both, however i do not hate checking back the flop. If he raised with something like 8’s or 9’s he might then lead a blank turn and you can get a little value from your now mid pair with a draw. I dont see anything your beating calling the flop so your only getting called by better.
If he does have a monster you might turn the nuts and get some value.
As played, correct fold.