Changing Image Size Settings does not show in Image Details

Your image sizes need to be regenerated, as for the images to have different sizes they need to be cropped from the original and written to an actual file, whereas the settings only updates the settings, so will only affect future uploads. The Regenerate Thumbnails plugin can help with fixing this. The plugin allows you to regenerate the image sizes for all images or any number of specific individual images.