Small Data Image Classification On Cifair 10 1
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| Harmonic Networks | 56.50 | Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification | |
| Cross-entropy baseline | 58.22 | Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification | |
| ChimeraMix+AutoAugment | 70.09 | ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing | |
| T-vMF Similarity | 57.50 | Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification | |
| ChimeraMix | 67.30 | ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing |
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