Class-specific score scaling at test time lets a vanilla ERM model match or surpass debiasing methods and yields a scalar robust-average accuracy trade-off metric.
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Re-evaluating Group Robustness via Adaptive Class-Specific Scaling
Class-specific score scaling at test time lets a vanilla ERM model match or surpass debiasing methods and yields a scalar robust-average accuracy trade-off metric.