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About the performance of tieredImageNet

Open LoveMiki opened this issue 3 years ago • 2 comments

Dear author, I downloaded your 1-shot tieredImageNet pretrained model and implemented with the default settings (i.e., group=64). However, I can only get 66.80% by averaging 10,000 episodes. Any suggestions to get the similar performance in your paper? By the way, I use the dataset format where all photos are 84*84. Is the problem happening with the pixel size?

Thank you.

LoveMiki avatar Aug 04 '22 03:08 LoveMiki

I figure out that you are using the data format from DeepEMD where all images are 224*224.

LoveMiki avatar Aug 04 '22 04:08 LoveMiki

I figure out that you are using the data format from DeepEMD where all images are 224*224.

Yes, we use the data provided by DeepEMD with 224x224 size, but we resize the images to 84x84 for all experiments. I am not sure if your setting is the same as mine.

chmxu avatar Aug 04 '22 07:08 chmxu