PDC

Reported on 3 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Audio1 result

Audio ClassificationonSpeech Commands
Accuracy· 2021-04-16
97.8
SOTA
Augmenting Deep Classifiers with Polynomial Neural Networks arXiv:2104.07916

Methodology1 result

ClassificationonSpeech Commands
Accuracy· 2021-04-16
97.8
SOTA
Augmenting Deep Classifiers with Polynomial Neural Networks arXiv:2104.07916

Computer Vision1 result

Image ClassificationonCIFAR-100
Percentage correct· uses extra data· 2021-04-16
77.9
best: 96.08 (EffNet-L2 (SAM))
Augmenting Deep Classifiers with Polynomial Neural Networks arXiv:2104.07916