LogitDynamics: Reliable ViT Error Detection from Layerwise Logit Trajectories

Ido Beigelman, Moti Freiman

Reliable confidence estimation is critical when deploying vision models. We study error prediction: determining whether an image classifier's output is correct using only signals f…