/MAML-Pytorch

Reproduce MAML in Pytorch with omniglot dataset.

Primary LanguageJupyter Notebook

MAML-Pythorch

You can find the omniglot dataset in my repository: datasets

These my best repo performance:

Omniglot

5-way-1-shot

MAML:$98.7 \pm 0.4%$

ours:$97.5%$

20-way-1-shot

MAML:$95.8 \pm 0.3%$

ours:$84.8%$

20-way-5-shot

MAML:$98.9 \pm 0.2%$

ours:$94.4%$

miniImageNet

5-way-1-shot

MAML:$48.70 \pm 1.84%$

ours:$49.15%$

5-way-5-shot

MAML:$63.11 \pm 0.92%$

ours:$62.26%$