BayesAME: Bayesian Active Model Evaluation
This comprehensive analysis addresses recent skepticism in the literature, establishing that non-random coreset selection is advantageous over random selection and highlighting that leveraging continuous response log-likelihoods over traditional binary scores significantly enhances estimation accuracy.