Performances are reported as best test accuracy. Converged test accuracy might be smaller than or similar to the reported performances.
| 5-way 1-shot | 5-way 5-shot | 20-way 1-shot | 20-way 5-shot | |
|---|---|---|---|---|
| MAML | 98.7% | 99.9% | 95.8% | 98.9% |
| Ours | 99.4% | 99.9% | 92.8% | - |
| 5-way 1-shot | 5-way 5-shot | |
|---|---|---|
| MAML | 48.7% | 63.1% |
| Ours | 48.4% | 64.8% |
- Investigate under-performance of 20-way 1-shot omniglot experiments (This is similar behavior to that of https://github.com/katerakelly/pytorch-maml)