ALSA learns anchors in logit space and uses their influence on unlabeled samples to estimate model accuracy under distribution shift.
What does rotation prediction tell us about classifier accuracy under varying testing environments? In ICML, 2021
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ALSA: Anchors in Logit Space for Out-of-Distribution Accuracy Estimation
ALSA learns anchors in logit space and uses their influence on unlabeled samples to estimate model accuracy under distribution shift.