You should be able to differentiate between the 16 shades between black and white in these grayscales. This page will assist you in the calibration of your monitors Contrast & Brightness settings.
This is a good reference to determine if your monitor is displaying the images overly light or dark. For best results, let your monitor first warm up for 15 minutes.