a correlation with performance is shown, it requires training a performance classiﬁer with
the rank and loss value, making it hard to use for unsupervised evaluation. In Agrawal
et al. [2022] α-ReQ is introduced to evaluate methods by looking at the eigenspectrum
decay of representations before the projector.
A Cookbook of Self-Supervised Learning