UI Response time is at most 100 ms [1], as anything more that is very noticeable laggy.
Actual perception times are much lower than that, about 13ms [2]. You can see the difference for yourself by looking at a 30FPS (33ms) and 60FPS (16ms) video [3], and the effect is much greater when you're actually providing the inputs.