Explorer, foobar & another tagger reads this file as expected. Mp3tag shows nothing except for replaygain info in extended tags.
I tested a different file from the same uploader on a torrent site, and it's the same, no tags in only Mp3tag. Thought someone would be curious to discover why.
Then please check whether you have APE tags in the files and see the settings in File>Options>Tags>Mpeg and whether you read APE tags.
If both is true, then you see the phenomenon that APE tags overrule the display of ID3 tags.
For a test: Switch off reading APE tags and re-read the files again. All other tag data should then appear.
Why do you use programs that do not keep the tags in sync but write only one version?
There are programs like Foobar that write the replaygain values into ID3 tags and not exclusively to APE tags.
Simply displaying these tags like you mention in other software is not the same as editing and saving them. If this was the case, what format should rule? What about the other apps that do not support APE? You can't just apply one brush here. I guess when the source and details aren't very clear, you may need to dig a little deeper into fixing them to show as you would prefer.