The important thing is that the scale of objects (e.g., how many pixels a cat or dog is) is close to what was shown during training time. So if you just change the input size without finetuning or retraining, the accuracy will most likely go down.
You don’t need to modify the model for higher resolution, but some kind of finetuning or retraining is probably needed.