An Overview of Convolutional Neural Networks | Papers With Code

ResNet

2015

1737

VGG

2014

423

DenseNet

2016

343

VGG-16

2014

309

AlexNet

2012

282

MobileNetV2

2018

263

Darknet-53

2018

211

EfficientNet

2019

203

GoogLeNet

2014

125

ResNeXt

2016

122

Xception

2017

120

CSPDarknet53

2020

91

Inception-v3

2015

79

SqueezeNet

2016

78

VGG-19

2014

59

MobileNetV1

2017

56

MobileNetV3

2019

52

WideResNet

2016

51

Darknet-19

2016

49

LeNet

1998

44

ShuffleNet

2017

43

HRNet

2019

43

SENet

2017

32

PCB

2017

29

MnasNet

2018

18

GhostNet

2019

18

DPN

2017

15

Inception-ResNet-v2

2016

14

CapsNet

2017

14

Inception v2

2015

13

CheXNet

2017

13

RegNetY

2020

12

ShuffleNet v2

2018

12

R(2+1)D

2017

12

EfficientNetV2

2021

12

Inception-v4

2016

11

FBNet

2018

11

ResNeSt

2020

10

ResNet-D

2018

9

RevNet

2017

8

PyramidNet

2016

8

AmoebaNet

2018

7

MixNet

2019

7

OverFeat

2013

7

FractalNet

2016

6

CR-NET

2018

6

SpineNet

2019

5

ZFNet

2013

5

DetNet

2018

5

SNet

2019

5

SimpleNet

2016

5

RepVGG

2021

5

Fast-YOLOv2

2016

5

ScaleNet

2019

4

Single-path NAS

2019

4

VoVNet

2019

4

Siamese U-Net

2020

4

SKNet

2000

3

PeleeNet

2018

3

SqueezeNeXt

2018

3

CLRNet

2020

3

PanNet

2017

3

ProxylessNet-GPU

2018

2

ProxylessNet-CPU

2018

2

ProxylessNet-Mobile

2018

2

Assemble-ResNet

2020

2

Big-Little Net

2018

2

SCARLET

2019

2

RandWire

2019

2

RegNetX

2020

2

CSPResNeXt

2019

2

DenseNet-Elastic

2018

2

MCKERNEL

2017

2

Fast-OCR

2020

2

Fast-YOLOv3

2018

2

ResNet-RS

2021

2

DELG

2020

2

GENet

2020

2

DRPNN

2017

2

TResNet

2020

1

MultiGrain

2019

1

Harm-Net

2020

1

ECA-Net

2019

1

GreedyNAS-A

2020

1

GreedyNAS-B

2020

1

GreedyNAS-C

2020

1

MoGA-A

2019

1

MoGA-B

2019

1

MoGA-C

2019

1

DenseNAS-A

2019

1

DenseNAS-B

2019

1

DenseNAS-C

2019

1

PReLU-Net

2015

1

SPP-Net

2014

1

DiCENet

2019

1

ESPNetv2

2018

1

VoVNetV2

2019

1

DetNASNet

2019

1

CSPPeleeNet

2019

1

CSPDenseNet

2019

1

ResNeXt-Elastic

2018

1

CSPDenseNet-Elastic

2019

1

CornerNet-Squeeze Hourglass

2019

1

Deep-CAPTCHA

2020

1

uNetXST

2020

1

IkshanaNet

2021

1

Fast-YOLOv4-SmallObj

2020

1

CDCC-NET

2020

1

ASLFeat

2020

1

PocketNet

2021

1

ConvMLP

2021

1

HS-ResNet

2020

1

hdxresnet

2020

1

Z-PNN

2021

1

AlterNet

2022

1

PolyConv

2021

1