Subtype Robustness Is Not Just Accuracy: Calibration Under Unseen Subtype Shift

Hanyu Su, Carlota Julbe i Juanola, Yibo Hu

Subtype robustness asks whether a model keeps the correct coarse prediction when test examples come from fine-grained subtypes absent from training but still inside a known coarse…