Image Classification on CIFAR-10, 500 Labels

Metric: Accuracy (%) (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy (%)▼	Extra Data	Paper	Date↕	Code
1	ChimeraMix+AutoAugment	70.09	No	ChimeraMix: Image Classification on Small Datase...	2022-02-23	Code
2	ChimeraMix	67.3	No	ChimeraMix: Image Classification on Small Datase...	2022-02-23	Code
3	LearnableScatteringNetwork+WRN	63.13	No	Parametric Scattering Networks	2021-07-20	Code
4	WRN	62.97	No	Parametric Scattering Networks	2021-07-20	Code
5	FixedScatteringNetwork+WRN	61.66	No	Parametric Scattering Networks	2021-07-20	Code
6	GLICO	56.22	No	Generative Latent Implicit Conditional Optimizat...	2020-03-31	Code

#1ChimeraMix+AutoAugmentSOTA
70.09
Accuracy (%)· 2022-02-23
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Code
#2ChimeraMix
67.3
Accuracy (%)· 2022-02-23
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Code
#3LearnableScatteringNetwork+WRNSOTA
63.13
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code
#4WRN
62.97
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code
#5FixedScatteringNetwork+WRN
61.66
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code
#6GLICOSOTA
56.22
Accuracy (%)· 2020-03-31
Generative Latent Implicit Conditional Optimization when Learning from Small Sample Code