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Yikai-Wang / ICI-FSL

This repository contains the code for Instance Credibility Inference (ICI).
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Some question about the results on miniImageNet #17

Closed skingorz closed 2 years ago

skingorz commented 2 years ago

Thank you for you excellent work! However, when I try to reimplement the 5way-1shot result on miniImageNet, the performance is about 3% lower than that in the paper. I only changed the unlabel number to 30 according the paper. Is there anything else that needs to be modified?

Yikai-Wang commented 2 years ago

Please provide more details to help me locate the problem, like the package environment, the running command you used, and the full output information.

Besides, please note that the termination condition is different when we run on different settings, as we said in the experiment part of the paper. Our implementation instead runs until all the unlabeled data are selected for simplicity, while the result is selected based on the termination condition used in our paper.

Yikai-Wang commented 2 years ago

The issue is closed as no further information provided for a long time.