Here are some benchmark results obtained with the code available in this repository. This is a Work In Progress.
| Accuracy - MAML | ||||
|---|---|---|---|---|
| Dataset | (Finn et al., 2017) | This repository | ||
| Omnigot | 5-way | 1-shot | 98.7 ± 0.4 % | 99.6 % |
| 5-shot | 99.9 ± 0.1 % | 99.9 % | ||
| 20-way | 1-shot | 95.8 ± 0.3 % | -- | |
| 5-shot | 98.9 ± 0.2 % | -- | ||
| Mini-ImageNet | 5-way | 1-shot | 48.70 ± 1.84 | -- |
| 5-shot | 63.11 ± 0.92 | -- | ||