[잡담] 올해안에 블로그에 리뷰할 논문들.. (아키텍쳐)

ConvNetImageNet top1 accImageNet top5 accPublished In
Vgg76.393.2ICLR2015
GoogleNet93.33CVPR2015
PReLU-nets95.06ICCV2015
ResNet96.43CVPR2015
PreActResNet79.995.2CVPR2016
Inceptionv382.896.42CVPR2016
Inceptionv482.396.2AAAI2016
Inception-ResNet-v282.496.3AAAI2016
Inceptionv4 + Inception-ResNet-v283.596.92AAAI2016
RiRICLR Workshop2016
Stochastic Depth ResNet78.02ECCV2016
WRN78.194.21BMVC2016
SqueezeNet60.482.5arXiv2017(rejected by ICLR2017)
GeNet72.1390.26ICCV2017
MetaQNNICLR2017
PyramidNet80.895.3CVPR2017
DenseNet79.294.71ECCV2017
FractalNet75.892.61ICLR2017
ResNext96.97CVPR2017
IGCV173.0591.08ICCV2017
Residual Attention Network80.595.2CVPR2017
Xception7994.5CVPR2017
MobileNet70.6arXiv2017
PolyNet82.6496.55CVPR2017
DPN7994.5NIPS2017
Block-QNN77.493.54CVPR2018
CRU-Net79.794.7IJCAI2018
ShuffleNet75.3CVPR2018
CondenseNet73.891.7CVPR2018
NasNet82.796.2CVPR2018
MobileNetV274.7CVPR2018
IGCV270.07CVPR2018
hier79.794.8ICLR2018
PNasNet82.996.2ECCV2018
AmoebaNet83.996.6arXiv2018
SENet97.749CVPR2018
ShuffleNetV281.44ECCV2018
IGCV372.2BMVC2018
MnasNet76.1392.85arXiv2018
SKNet80.60arXiv2019

출처 https://github.com/weiaicunzai/awesome-image-classification

댓글을 남겨주세요~