The goal of this page is to keep on track of the state-of-the-arts (SOTA) for the few-shot classification. Welcome to report results and revise mistakes by creating issues or pull requests.
We are trying to include all the few-shot learning papers on top-tier conferences, e.g., CVPR, NeurIPS, AAAI, and etc. However, we might miss some papers as there are so many papers published. If your paper is not included, please create a pull request to add it to the tables. We will merge the pull requests asap. Thanks a lot.
miniImageNet: [html] [Markdown]
tieredImageNet: [html] [Markdown]
Fewshot-CIFAR100: [html] [Markdown]
CIFAR-FS: [html] [Markdown]
Yaoyao Liu / yaoyao.liu (at) mpi-inf.mpg.de
Chi Zhang / chi007 (at) e.ntu.edu.sg