一、ImageNet
Object Detection, Object Classification+Localization
二、COCO
Image Captioning
三、LFW
Face Recognition
四、CIFAR
The CIFAR Image Classification Benchmark
五、MNIST
The MNIST Handwritten Digits Benchmark
六、ICDAR
Chinese characters from the ICDAR 2013 competition (3755 classes)
Document Analysis and Recognition
七、HMDB
A Large Human Motion Database
Computer Vision and Machine Learning Competitions
原文：http://blog.csdn.net/sunbaigui/article/details/46366673