Generalization gap prediction on Food101 Distillation
0.19Generalization Gap Prediction ErrorInconsistency
Evaluation Results
| Method | Links | |
|---|---|---|
| InconsistencyTraining scenario=Distill, Data source=Unlabeled data2023.05 | 0.19 | |
| HessianTraining scenario=Distill, Data source=Training loss landscape2023.05 | 0.59 | |
| 1-sharpnessTraining scenario=Distill, Data source=Test loss landscape (dev data, unfair advantage)2023.05 | 0.62 | |
| 1-sharpnessTraining scenario=Distill, Data source=Training loss landscape2023.05 | 0.75 | |
| HessianTraining scenario=Distill, Data source=Test loss landscape (dev data, unfair advantage)2023.05 | 0.89 |