ChimeraMix

Reported on 5 benchmarks across 1 task · 1 paper

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
67.3
best: 70.09 (ChimeraMix+AutoAugment)
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-10, 1000 Labels
Accuracy (%)· 2022-02-23
74.96
best: 76.76 (ChimeraMix+AutoAugment)
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-100, 1000 Labels
Accuracy· 2022-02-23
32.72
best: 35.02 (ChimeraMix+AutoAugment)
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonCIFAR-10, 100 Labels
Accuracy (%)· 2022-02-23
47.6
best: 49.75 (ChimeraMix+AutoAugment)
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616
Image ClassificationonciFAIR-10 50 samples per class
Accuracy· 2022-02-23
67.3
best: 70.09 (ChimeraMix+AutoAugment)
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing arXiv:2202.11616