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Generalization gap prediction on MNLI Case 8

15Gap Prediction ErrorInconsistency
11.9632.485373.52May 31, 2023

Evaluation results

MethodLinks
InconsistencyTraining scenario=Fine-tuning, Data source=Unlabeled data2023.0515
1-sharpnessTraining scenario=Fine-tuning, Data source=Test loss landscape (dev data, unfair advantage)2023.0536
1-sharpnessTraining scenario=Fine-tuning, Data source=Training loss landscape2023.0558
HessianTraining scenario=Fine-tuning, Data source=Training loss landscape2023.0559
HessianTraining scenario=Fine-tuning, Data source=Test loss landscape (dev data, unfair advantage)2023.0591