you might try out the Album Auto-tagger (right click/Auto-Tag by Album) which allows interactive searching
I've been using Auto-Tag by Album and I think it works great
To my surprise, it often gives me better results than Auto-Tag by Track (no matter, which options are enabled). This remark refers to the situation when all you have is Artist and Title and all other tag fields are empty.
Auto-Tag by Track often retrieves missing tags from various compilations, whereas Album Auto-tagger allows to choose from the Artist albums.
Let me suggest a little enhancement for Auto-Tag by Album:
add an option to take into account the track title in search criteria.
That option would narrow search results significantly. If the Album Artist is taken into account (assuming that Album title is unknown), user have to browse through more than 20 albums of the Artist sometimes to find the one that contains the searched track.
That is very time consuming activity and the feature could be automated by creating extra track title field in the search criteria.
Thank you for considering