Datasets
You can download datasets directly.
| Dataset Name | Classes | Number of Instances (Training set) | Number of Instances (Testing set) | Number of Instances (Validating set) | |
|---|---|---|---|---|---|
|
cifar-10-long-tailPrimary
|
10 | 10415 | 2236 | 2233 | Download |
|
cifar-100-long-tail
|
100 | 15146 | 3299 | 3249 | Download |
|
tiny-imagenet-200
|
200 | 70000 | 15000 | 15000 | Download |
|
imagenet
|
1000 | 115846 | 50000 | 19999 | Download |
Citation
Please cite the corresponding paper if you find this library helpful. For example,
@inproceedings{DBLP:conf/icml/YQBYXQ,
author = {Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao and Qingming Huang},
title = {When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC},
booktitle = {ICML},
pages = {11820--11829},
year = {2021}
}