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Computer Vision
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Image Classification
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SVHN, 1000 labels
Image Classification on SVHN, 1000 labels
Metric: Accuracy (higher is better)
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#
Model
↕
Accuracy
▼
Extra Data
Paper
Date
↕
Code
1
EnAET
97.58
No
EnAET: A Self-Trained framework for Semi-Supervi...
2019-11-21
Code
2
UDA
97.54
No
Unsupervised Data Augmentation for Consistency T...
2019-04-29
Code
3
ReMixMatch
97.17
No
ReMixMatch: Semi-Supervised Learning with Distri...
2019-11-21
Code
4
MixMatch
96.73
No
MixMatch: A Holistic Approach to Semi-Supervised...
2019-05-06
Code
5
Triple-GAN-V2 (CNN-13)
96.55
No
Triple Generative Adversarial Networks
2019-12-20
Code
6
ICT (WRN-28-2)
96.47
No
Interpolation Consistency Training for Semi-Supe...
2019-03-09
Code
7
R2-D2 (CNN-13)
96.36
No
Repetitive Reprediction Deep Decipher for Semi-S...
2019-08-09
Code
8
FCE
96.13
No
Flow Contrastive Estimation of Energy-Based Models
2019-12-02
Code
9
ICT
96.11
No
Interpolation Consistency Training for Semi-Supe...
2019-03-09
Code
10
Mean Teacher
96.05
No
Mean teachers are better role models: Weight-ave...
2017-03-06
Code
11
Triple-GAN-V2 (CNN-13, no aug)
96.04
No
Triple Generative Adversarial Networks
2019-12-20
Code
12
VAT
94.58
No
Virtual Adversarial Training: A Regularization M...
2017-04-13
Code
13
SESEMI SSL (ConvNet)
94.41
No
Exploring Self-Supervised Regularization for Sup...
2019-06-25
Code
14
GAN
91.89
No
Improved Techniques for Training GANs
2016-06-10
Code