ChimeraMix+AutoAugment

Reported on 5 benchmarks across 1 task · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Image ClassificationonCIFAR-10, 500 Labels
Accuracy (%)· 2022-02-23
70.09
SOTA
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-10, 1000 Labels
Accuracy (%)· 2022-02-23
76.76
SOTA
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-100, 1000 Labels
Accuracy· 2022-02-23
35.02
SOTA
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-10, 100 Labels
Accuracy (%)· 2022-02-23
49.75
SOTA
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonciFAIR-10 50 samples per class
Accuracy· 2022-02-23
70.09
SOTA
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616