Neural Architecture Search on CIFAR-10 Image Classification

Metric: Params (higher is better)

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#	Model↕	Params▼	Augmentations	Paper	Date↕	Code
1	Soft Parameter Sharing	33.5	No	Learning Implicitly Recurrent CNNs Through Param...	2019-02-26	Code
2	CATE	4.1	No	CATE: Computation-aware Neural Architecture Enco...	2021-02-14	Code
3	arch2vec	3.6	No	Does Unsupervised Architecture Representation Le...	2020-06-12	Code
4	EEEA-Net-C (b=5)+ CO	3.6	No	EEEA-Net: An Early Exit Evolutionary Neural Arch...	2021-08-13	Code

#1Soft Parameter SharingSOTA
33.5
Params· 2019-02-26
Learning Implicitly Recurrent CNNs Through Parameter Sharing Code
#2CATE
4.1
Params· 2021-02-14
CATE: Computation-aware Neural Architecture Encoding with Transformers Code
#3arch2vec
3.6
Params· 2020-06-12
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?Code
#4EEEA-Net-C (b=5)+ CO
3.6
Params· 2021-08-13
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search Code