Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data

no code implementations • 3 Jul 2023 • Kevin Kasa, Graham W. Taylor

Here, we characterize the performance of several post-hoc and training-based conformal prediction methods under these settings, providing the first empirical evaluation on large-scale datasets and models.

Conformal Prediction