Cross-entropy baseline

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision2 results

Image ClassificationonciFAIR-10 50 samples per class
Accuracy· 2021-08-30
58.22
best: 70.09 (ChimeraMix+AutoAugment)
SOTA
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification arXiv:2108.13122
Image ClassificationonImageNet 50 samples per class
1:1 Accuracy· 2021-08-30
44.97
best: 46.36 (Harmonic Networks)
Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification arXiv:2108.13122