GLICO

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 (%)· 2020-03-31
56.22
best: 70.09 (ChimeraMix+AutoAugment)
SOTA
Generative Latent Implicit Conditional Optimization when Learning from Small Sample arXiv:2003.14297
Image ClassificationonCUB-200-2011, 30 samples per class
Accuracy· 2020-03-31
77.75
SOTA
Generative Latent Implicit Conditional Optimization when Learning from Small Sample arXiv:2003.14297
Image ClassificationonCIFAR-10, 250 Labels
Top-1 accuracy %· 2020-03-31
43
SOTA
Generative Latent Implicit Conditional Optimization when Learning from Small Sample arXiv:2003.14297
Image ClassificationonCUB-200-2011, 5 samples per class
Accuracy· 2020-03-31
51.52
SOTA
Generative Latent Implicit Conditional Optimization when Learning from Small Sample arXiv:2003.14297
Image ClassificationonCIFAR-100, 1000 Labels
Accuracy· 2020-03-31
28.55
best: 35.02 (ChimeraMix+AutoAugment)
SOTA
Generative Latent Implicit Conditional Optimization when Learning from Small Sample arXiv:2003.14297