https://github.com/yaoyao-liu/few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
https://github.com/yaoyao-liu/few-shot-classification-leaderboard

cifar-fs fc100 few-shot-classifcation few-shot-learning mini-imagenet miniimagenet tiered-imagenet

Last synced: 4 months ago
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Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

• Host: GitHub
• URL: https://github.com/yaoyao-liu/few-shot-classification-leaderboard
• Owner: yaoyao-liu
• License: cc0-1.0
• Created: 2020-07-23T17:49:55.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2022-11-22T08:33:23.000Z (almost 3 years ago)
• Last Synced: 2023-10-20T23:55:01.499Z (almost 2 years ago)
• Topics: cifar-fs, fc100, few-shot-classifcation, few-shot-learning, mini-imagenet, miniimagenet, tiered-imagenet
• Language: HTML
• Homepage: https://few-shot.yyliu.net
• Size: 2.89 MB
• Stars: 348
• Watchers: 15
• Forks: 74
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Few-Shot Classification Leaderboard

[![LICENSE](https://img.shields.io/github/license/yaoyao-liu/few-shot-classification-leaderboard?style=flat-square&logo=creative-commons&color=EF9421)](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/blob/main/LICENSE)

[\[Project Page\]](https://few-shot.yyliu.net/)

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](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/issues) or [pull requests](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/pulls). 

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.

*mini*ImageNet: [\[html\]](https://few-shot.yyliu.net/miniimagenet.html) [\[Markdown\]](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/blob/main/miniimagenet.md)

*tiered*ImageNet: [\[html\]](https://few-shot.yyliu.net/tieredimagenet.html) [\[Markdown\]](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/blob/main/tieredimagenet.md)

Fewshot-CIFAR100: [\[html\]](https://few-shot.yyliu.net/fc100.html) [\[Markdown\]](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/blob/main/fc100.md)

CIFAR-FS: [\[html\]](https://few-shot.yyliu.net/cifarfs.html) [\[Markdown\]](https://github.com/yaoyao-liu/few-shot-classification-leaderboard/blob/main/cifarfs.md)

### Contact

contact@fewshot.org