Image Classification on CIFAR-10, 1000 Labels

Metric: Accuracy (%) (higher is better)

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#	Model↕	Accuracy (%)▼	Extra Data	Paper	Date↕	Code
1	ChimeraMix+AutoAugment	76.76	No	ChimeraMix: Image Classification on Small Datase...	2022-02-23	Code
2	ChimeraMix	74.96	No	ChimeraMix: Image Classification on Small Datase...	2022-02-23	Code
3	WRN	71.37	No	Parametric Scattering Networks	2021-07-20	Code
4	LearnableScatteringNetwork+WRN	70.14	No	Parametric Scattering Networks	2021-07-20	Code
5	FixedScatteringNetwork+WRN	68.16	No	Parametric Scattering Networks	2021-07-20	Code

#1ChimeraMix+AutoAugmentSOTA
76.76
Accuracy (%)· 2022-02-23
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Code
#2ChimeraMix
74.96
Accuracy (%)· 2022-02-23
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing Code
#3WRNSOTA
71.37
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code
#4LearnableScatteringNetwork+WRN
70.14
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code
#5FixedScatteringNetwork+WRN
68.16
Accuracy (%)· 2021-07-20
Parametric Scattering Networks Code