Image Classification on ciFAIR-10 50 samples per class

Metric: Accuracy (higher is better)

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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	Cross-entropy baseline	58.22	No	Tune It or Don't Use It: Benchmarking Data-Effic...	2021-08-30	Code
4	T-vMF Similarity	57.5	No	Tune It or Don't Use It: Benchmarking Data-Effic...	2021-08-30	Code
5	Harmonic Networks	56.5	No	Tune It or Don't Use It: Benchmarking Data-Effic...	2021-08-30	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
#3Cross-entropy baselineSOTA
58.22
Accuracy· 2021-08-30
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification Code
#4T-vMF Similarity
57.5
Accuracy· 2021-08-30
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification Code
#5 Harmonic Networks
56.5
Accuracy· 2021-08-30
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification Code