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ResearchFormerly WizWand

Generalization gap prediction on Food101 Distillation

0.19Generalization Gap Prediction ErrorInconsistency
0.1620.3510.540.729May 31, 2023
Updated 8mo ago

Evaluation results

MethodLinks
InconsistencyTraining scenario=Distill, Data source=Unlabeled data2023.050.19
HessianTraining scenario=Distill, Data source=Training loss landscape2023.050.59
1-sharpnessTraining scenario=Distill, Data source=Test loss landscape (dev data, unfair advantage)2023.050.62
1-sharpnessTraining scenario=Distill, Data source=Training loss landscape2023.050.75
HessianTraining scenario=Distill, Data source=Test loss landscape (dev data, unfair advantage)2023.050.89