search

yaoyao-liu / few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
https://few-shot.yyliu.net
Creative Commons Zero v1.0 Universal
386 stars 74 forks source link

The SSFSL results of ICI may be modified #3

Closed Yikai-Wang closed 4 years ago

Yikai-Wang commented 4 years ago

Hi there, I am the first author of ICI. Very thanks to add our results in your list. The reported accuracy of SSFSL in your repo uses 80 unlabeled data for each class, which is more than the standard setting and resulting in better performance. This may be unfair for other methods. I recommend to use the results of 30/50 unlabeled data, which is most widely setting used in other SSFSL methods. Please see our paper for more details. Besides, now we have an improved version of ICI with better performance. You may add it in your list. Please note that it is now only a arxiv preprint.

yaoyao-liu commented 4 years ago

Thanks for reporting the results. I've updated the results in our repository. You may also directly create a pull request to update the scores.