Conformal Prediction Assessment: A Framework for Conditional Coverage Evaluation and Selection

Zheng Zhou, Xiangfei Zhang, Chongguang Tao +1

Conformal prediction provides rigorous distribution-free finite-sample guarantees for marginal coverage under the assumption of exchangeability, but may exhibit systematic undercov…