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Generalization gap prediction on Stanford Dogs

27Generalization Gap Prediction ErrorInconsistency
25.0838.045163.96May 31, 2023

Evaluation results

MethodLinks
InconsistencyTraining scenario=From scratch, Data source=Unlabeled data2023.0527
1-sharpnessTraining scenario=From scratch, Data source=Test loss landscape (dev data, unfair advantage)2023.0540
HessianTraining scenario=From scratch, Data source=Training loss landscape2023.0572
1-sharpnessTraining scenario=From scratch, Data source=Training loss landscape2023.0574
HessianTraining scenario=From scratch, Data source=Test loss landscape (dev data, unfair advantage)2023.0575