Yea, and from this paper it looks like the tree model (Catboost supervised) is still beating their (zero-shot) performance and they don't show their supervised

Yea, and from this paper it looks like the tree model (Catboost supervised) is still beating their (zero-shot) performance and they don't show their supervised version yet, but they write at the end that they plan to do it in a future work. Will be interesting to see.