My previous TV had about 150 ms of video latency. Even if I enabled Game Mode, it was 75 ms, which was still noticeable.
With my current TV, I have no idea what the latency is because I stopped gaming on console and so I'm not playing Rock Band which had a calibration option to compensate for video and audio latency.