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Benchmarks
Image Classification on CIFAR10 4,000 labels (train)
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12.41
Error Rate
Triple-GAN-V2
12.0904
14.2477
16.405
18.5623
Dec 20, 2019
Error Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Error Rate
Triple-GAN-V2
Number of labels=4000,...
2019.12
12.41
SNTG
Number of labels=4000,...
2019.12
12.49
VAT+Ent
Number of labels=4000,...
2019.12
13.15
VAT
Number of labels=4000,...
2019.12
14.18
BadGAN
Number of labels=4000,...
2019.12
14.41
MT (our code base)
Number of labels=4000,...
2019.12
16.37
Triangle-GAN
Number of labels=4000,...
2019.12
16.8
Triple-GAN-V1
Number of labels=4000,...
2019.12
16.99
Π model
Number of labels=4000,...
2019.12
17.08
MT
Number of labels=4000,...
2019.12
17.74
Pseudo Label
Number of labels=4000,...
2019.12
17.78
ALI
Number of labels=4000,...
2019.12
18.3
Improved-GAN
Number of labels=4000,...
2019.12
18.63
CatGAN
Number of labels=4000,...
2019.12
19.58
Ladder
Number of labels=4000,...
2019.12
20.4
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