Classification Model Zoo

Benchmarks

Algorithm	Config	Top-1 (%)	Top-5 (%)	Download
resnet50(raw)	resnet50(raw)	76.454	93.084	model
resnet50(tfrecord)	resnet50(tfrecord)	76.266	92.972	model
resnet101	resnet101	78.152	93.922	model
resnet152	resnet152	78.544	94.206	model
resnext50-32x4d	resnext50-32x4d	77.604	93.856	model
resnext101-32x4d	resnext101-32x4d	78.568	94.344	model
resnext101-32x8d	resnext101-32x8d	79.468	94.434	model
resnext152-32x4d	resnext152-32x4d	78.994	94.462	model
hrnetw18	hrnetw18	76.258	92.976	model
hrnetw30	hrnetw30	77.66	93.862	model
hrnetw32	hrnetw32	77.994	93.976	model
hrnetw40	hrnetw40	78.142	93.956	model
hrnetw44	hrnetw44	79.266	94.476	model
hrnetw48	hrnetw48	79.636	94.802	model
hrnetw64	hrnetw64	79.884	95.04	model
vit-base-patch16	vit-base-patch16	76.082	92.026	model
swin-tiny-patch4-window7	swin-tiny-patch4-window7	80.528	94.822	model