Few-shot cross-domain image classification on miniImageNet -> CIFAR-100 Gaussian2
26.9AccuracyPG-DRO
Evaluation Results
| Method | Links | |
|---|---|---|
| PG-DROk=10, Backbone=ResNet-182026.02 | 26.9 | |
| W-DROk=10, Backbone=ResNet-182026.02 | 21.37 | |
| SAAk=10, Backbone=ResNet-182026.02 | 18.13 | |
| PG-DROk=5, Backbone=ResNet-182026.02 | 17.86 | |
| W-DROk=5, Backbone=ResNet-182026.02 | 13.61 | |
| SAAk=5, Backbone=ResNet-182026.02 | 12.49 | |
| Few-shotk=10, Backbone=ResNet-182026.02 | 12.1 | |
| Few-shotk=5, Backbone=ResNet-182026.02 | 8.02 | |
| PG-DROk=1, Backbone=ResNet-182026.02 | 7.84 | |
| W-DROk=1, Backbone=ResNet-182026.02 | 6.1 | |
| SAAk=1, Backbone=ResNet-182026.02 | 4.84 | |
| Few-shotk=1, Backbone=ResNet-182026.02 | 1.12 |