|
Wide-ResNet-28-10
|
Automatic Data Augmentation via Invariance-Constr…
|
98.15
|
2022-09-29
|
|
|
ShortNet2-43
|
Connection Reduction of DenseNet for Image Recogn…
|
94.52
|
2022-08-02
|
|
|
TripleNet-B
|
Efficient Convolutional Neural Networks on Raspbe…
|
94.33
|
2022-04-02
|
|
|
ThreshNet79
|
ThreshNet: An Efficient DenseNet Using Threshold …
|
94.32
|
2022-01-09
|
|
|
KNN
|
Unsupervised Representation Learning with Deep Co…
|
77.93
|
2015-11-19
|
|
|
TSVM
|
Unsupervised Representation Learning with Deep Co…
|
66.55
|
2015-11-19
|
|
|
M1+KNN
|
Semi-Supervised Learning with Deep Generative Mod…
|
65.63
|
2014-06-20
|
|
|
M1+TSVM
|
Semi-Supervised Learning with Deep Generative Mod…
|
54.33
|
2014-06-20
|
|
|
M1+M2
|
Semi-Supervised Learning with Deep Generative Mod…
|
36.02
|
2014-06-20
|
|
|
DGN
|
Semi-Supervised Learning with Deep Generative Mod…
|
36.02
|
2014-06-20
|
|
|
Supervised CNN
|
Unsupervised Representation Learning with Deep Co…
|
28.87
|
2015-11-19
|
|
|
Auxiliary DGN
|
Auxiliary Deep Generative Models
|
22.86
|
2016-02-17
|
|
|
DCGAN
|
Unsupervised Representation Learning with Deep Co…
|
22.48
|
2015-11-19
|
|
|
Skip DGN
|
Auxiliary Deep Generative Models
|
16.61
|
2016-02-17
|
|
|
ANODE
|
Augmented Neural ODEs
|
16.50
|
2019-04-02
|
|
|
SEER (RegNet10B)
|
Vision Models Are More Robust And Fair When Pretr…
|
13.60
|
2022-02-16
|
|
|
Sign-symmetry
|
How Important is Weight Symmetry in Backpropagati…
|
10.16
|
2015-10-17
|
|
|
Local Mixup LeNet
|
Preventing Manifold Intrusion with Locality: Loca…
|
8.20
|
2022-01-12
|
|
|
Improved GAN
|
Improved Techniques for Training GANs
|
8.11
|
2016-06-10
|
|
|
CLS-GAN
|
Loss-Sensitive Generative Adversarial Networks on…
|
5.98
|
2017-01-23
|
|
|
FLSCNN
|
Enhanced Image Classification With a Fast-Learnin…
|
4.00
|
2015-03-16
|
|
|
Deep Complex
|
Deep Complex Networks
|
3.30
|
2017-05-27
|
|
|
Stochastic Pooling
|
Stochastic Pooling for Regularization of Deep Con…
|
2.80
|
2013-01-16
|
|
|
ResNet-18
|
Benchopt: Reproducible, efficient and collaborati…
|
2.65
|
2022-06-27
|
|
|
MixMatch
|
MixMatch: A Holistic Approach to Semi-Supervised …
|
2.59
|
2019-05-06
|
|
|
Maxout
|
Maxout Networks
|
2.50
|
2013-02-18
|
|
|
ReNet
|
ReNet: A Recurrent Neural Network Based Alternati…
|
2.40
|
2015-05-03
|
|
|
Network in Network
|
Network In Network
|
2.35
|
2013-12-16
|
|
|
PreActResNet18 (AMP)
|
Regularizing Neural Networks via Adversarial Mode…
|
2.30
|
2020-10-10
|
|
|
EnAET
|
EnAET: A Self-Trained framework for Semi-Supervis…
|
2.22
|
2019-11-21
|
|
|
EXACT (WRN-16-8)
|
EXACT: How to Train Your Accuracy
|
2.21
|
2022-05-19
|
|
|
DCNN
|
Multi-digit Number Recognition from Street View I…
|
2.20
|
2013-12-20
|
|
|
BinaryConnect
|
BinaryConnect: Training Deep Neural Networks with…
|
2.20
|
2015-11-02
|
|
|
FractalNet
|
FractalNet: Ultra-Deep Neural Networks without Re…
|
2.01
|
2016-05-24
|
|
|
MIM
|
On the Importance of Normalisation Layers in Deep…
|
2.00
|
2015-08-03
|
|
|
DSN
|
Deeply-Supervised Nets
|
1.90
|
2014-09-18
|
|
|
BNM NiN
|
Batch-normalized Maxout Network in Network
|
1.80
|
2015-11-09
|
|
|
CMsC
|
Competitive Multi-scale Convolution
|
1.80
|
2015-11-18
|
|
|
Stochastic Depth
|
Deep Networks with Stochastic Depth
|
1.75
|
2016-03-30
|
|
|
Tree+Max-Avg pooling
|
Generalizing Pooling Functions in Convolutional N…
|
1.70
|
2015-09-30
|
|
|
Wide ResNet
|
Wide Residual Networks
|
1.70
|
2016-05-23
|
|
|
VGG8B + LocalLearning + CO
|
Training Neural Networks with Local Error Signals
|
1.65
|
2019-01-20
|
|
|
DenseNet
|
Densely Connected Convolutional Networks
|
1.59
|
2016-08-25
|
|
|
Multilevel Residual Networks
|
Residual Networks of Residual Networks: Multileve…
|
1.59
|
2016-08-09
|
|
|
CoPaNet-R-164
|
Deep Competitive Pathway Networks
|
1.58
|
2017-09-29
|
|
|
EraseReLU
|
EraseReLU: A Simple Way to Ease the Training of D…
|
1.54
|
2017-09-22
|
|
|
Wide Residual Networks
|
Wide Residual Networks
|
1.54
|
2016-05-23
|
|
|
SOPCNN
|
Stochastic Optimization of Plain Convolutional Ne…
|
1.50
|
2020-01-24
|
|
|
Drop-Activation
|
Drop-Activation: Implicit Parameter Reduction and…
|
1.46
|
2018-11-14
|
|
|
WRN + fixup init + mixup + cutout
|
Fixup Initialization: Residual Learning Without N…
|
1.40
|
2019-01-27
|
|
|
PyramidNet + AA (AMP)
|
Regularizing Neural Networks via Adversarial Mode…
|
1.35
|
2020-10-10
|
|
|
Cutout
|
Improved Regularization of Convolutional Neural N…
|
1.30
|
2017-08-15
|
|
|
WaveMixLite-144/15
|
WaveMix: A Resource-efficient Neural Network for …
|
1.27
|
2022-05-28
|
|
|
PBA [ho2019pba]
|
Population Based Augmentation: Efficient Learning…
|
1.20
|
2019-05-14
|
|
|
Colornet
|
ColorNet: Investigating the importance of color s…
|
1.11
|
2019-02-01
|
|
|
Wide-ResNet-28-10 (Fast AA)
|
Fast AutoAugment
|
1.10
|
2019-05-01
|
|
|
E2E-M3
|
Rethinking Recurrent Neural Networks and Other Im…
|
1.00
|
2020-07-30
|
|