Can't achieve the accuracy in the papar

Question

Can't achieve the accuracy in the papar

Germany321 opened this issue 3 years ago · 5 comments

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.

Answer 1 · 2022-03-24T08:25:02.000Z

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.

Answer 2 · 2022-03-24T08:26:02.000Z

Thanks a lot! I will try it again.

Answer 3 · 2022-03-24T08:28:18.000Z

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

Answer 4 · 2022-03-24T08:31:18.000Z

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.

Answer 5 · 2022-03-24T08:31:21.000Z

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