Below is an objective and thorough 24-bit vs 16-bit audio A/B test taken by 140 golden-eared audiophiles, engineers, musicians, and hardware reviewers.
In aggregate there was no evidence to show that the 140 respondents were able to identify the 24-bit sample.
Check out the complete results here.
Curious to see if any listeners on MB have evidence to the contrary?