Predicting Generalization on PGDL
37CMIkV-Margin
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| kV-MarginLayer=1st2021.06 | 37 | — | — | — | — | — | — | — | — | |
| TV-GN-MarginLayer=1st2021.06 | 31.7 | — | — | — | — | — | — | — | — | |
| kV-GN-MarginLayer=1st2021.06 | 30.61 | — | — | — | — | — | — | — | — | |
| GN-MarginLayer=1st2021.06 | 26.69 | — | — | — | — | — | — | — | — | |
| GN-MarginLayer=8th2021.06 | 7.17 | — | — | — | — | — | — | — | — | |
| TV-GN-MarginLayer=8th2021.06 | 6.59 | — | — | — | — | — | — | — | — | |
| kV-GN-MarginLayer=8th2021.06 | 6.54 | — | — | — | — | — | — | — | — | |
| kV-MarginLayer=8th2021.06 | 6.05 | — | — | — | — | — | — | — | — | |
| Margin2021.06 | 2.03 | — | — | — | — | — | — | — | — | |
| SN-Margin2021.06 | 0.24 | — | — | — | — | — | — | — | — | |
| Mixup*DBIAugmentation=Mixup, Measure=Mutual Information2021.06 | — | 0 | 42.31 | 31.79 | 15.92 | 43.99 | 12.59 | 9.24 | 25.86 | |
| Mixup*kV-GN-MarginAugmentation=Mixup, Measure=Mutual Information2021.06 | — | 20.73 | 48.99 | 36.27 | 22.15 | 4.91 | 11.56 | 0.51 | 25.88 | |
| Mixup*kV-MarginAugmentation=Mixup, Measure=Mutual Information2021.06 | — | 7.37 | 27.76 | 39.77 | 20.87 | 9.14 | 4.83 | 1.32 | 22.3 |