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Bridging Domain Expertise and Generalization for Performance Estimation

Shuxuan Li, Zhilin Zhao, Quyu Kong, Wei-Shi Zheng
Jun 5, 2026 at 04:00
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arXiv:2606.06335v1 Announce Type: cross Abstract: Performance estimation under distribution shift aims to predict how a model behaves on an unlabeled test set whose distribution differs from the training data, a scenario that requires reliable indicators that can faithfully reflect model behavior without ground-truth labels. Existing approaches...

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