Can't achieve the accuracy in the papar

[Germany321]

I pretrained the model and then used deep emd with the default setting, but the 5-way-1-shot accuracy was just 65.5%, which was 1% lower than the paper.

[icoz69]

hi, please try DeepEMD-FCN by setting appropriate pyramid size, such as the combination of,e.g., [1,2,3]. It will have consistently better performance.

[Germany321]

Thanks a lot! I will try it again.

[icoz69]

I forget the optimal pyramid structure for FCN. You can try multiple sizes, such as [1,2,5] [1,3,5] [1,2,3]...

[icoz69]

by the way, the original size, i.e. 5, is already included in the pyramid, see here You may delete this line and manually add 5 to set a more flexible pyramid size.

[Germany321]

Ok, I will check the paper for more details about this parameter.