As pointed out by @johntyree in the comments, using git reflog is easier and more reliable. Thanks for the suggestion!…
Show all tags on current HEAD (or commit)
git tag --points-at HEAD
Show all tags on current HEAD (or commit)
git tag --points-at HEAD