guodongqi / few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

Few-Shot Classification Leaderboard

[Project Page]

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]

Contact

[email protected]