Few-shot cross-domain image classification on miniImageNet -> CIFAR-100 Laplace2
28.11AccuracyPG-DRO
Evaluation Results
| Method | Links | |
|---|---|---|
| PG-DROk=10, Backbone=ResNet-182026.02 | 28.11 | |
| W-DROk=10, Backbone=ResNet-182026.02 | 22.97 | |
| PG-DROk=5, Backbone=ResNet-182026.02 | 18.78 | |
| SAAk=10, Backbone=ResNet-182026.02 | 17.32 | |
| W-DROk=5, Backbone=ResNet-182026.02 | 14.53 | |
| SAAk=5, Backbone=ResNet-182026.02 | 12.14 | |
| Few-shotk=10, Backbone=ResNet-182026.02 | 11.55 | |
| Few-shotk=5, Backbone=ResNet-182026.02 | 7.95 | |
| PG-DROk=1, Backbone=ResNet-182026.02 | 7.45 | |
| W-DROk=1, Backbone=ResNet-182026.02 | 6.93 | |
| SAAk=1, Backbone=ResNet-182026.02 | 4.95 | |
| Few-shotk=1, Backbone=ResNet-182026.02 | 1.05 |