Scalable and Interpretable Representation Alignment with Ordinal Similarity

Diogo Soares, Pankhil Gawade, Andrea Dittadi +1

Evaluating representation similarity is fundamental to representation learning. However, existing metrics suffer from significant limitations: they lack interpretability due to shi…