Models accuracy on ImageNet 2012 val

Simple comparison of Model Zoo models. Single center crop from 256x256 warped image, mean value = [104 117 123].

Name	Top-1	Top5
BVLC AlexNet	0.569	0.801
BVLC CaffeNet	0.571	0.801
NiN*	0.567	0.795
VGG-DevilS	0.612	0.834
VGG-19	0.685	0.885
BVLC GoogLeNet	0.687	0.890
Princeton GoogLeNet	0.672	0.881

• mavenlin`s Network in Network model is kindly converted to current caffe format by ronghanghu