Few-shot Image Classification on tieredImageNet -> CIFAR-100 (Laplace2 noise) (test)
40.53AccuracyPG-DRO
Evaluation results
| Method | Links | |
|---|---|---|
| PG-DRONumber of shots (k)=102026.02 | 40.53 | |
| W-DRONumber of shots (k)=102026.02 | 34.85 | |
| SAANumber of shots (k)=102026.02 | 31.15 | |
| PG-DRONumber of shots (k)=52026.02 | 29.95 | |
| W-DRONumber of shots (k)=52026.02 | 25.66 | |
| SAANumber of shots (k)=52026.02 | 23.94 | |
| Few-shotNumber of shots (k)=102026.02 | 11.61 | |
| PG-DRONumber of shots (k)=12026.02 | 9.21 | |
| Few-shotNumber of shots (k)=52026.02 | 8.41 | |
| W-DRONumber of shots (k)=12026.02 | 7.06 | |
| SAANumber of shots (k)=12026.02 | 6.2 | |
| Few-shotNumber of shots (k)=12026.02 | 1.01 |