MUXNet-l

Reported on 5 benchmarks across 3 tasks · 1 paper

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

Methodology4 results

Neural Architecture SearchonImageNet
Accuracy· 2020-03-31
76.6
best: 83.9 (DeepMAD-50M)
MUXConv: Information Multiplexing in Convolutional Neural Networks arXiv:2003.13880
Neural Architecture SearchonImageNet
Top-1 Error Rate· 2020-03-31
23.4
best: 16.1 (DeepMAD-50M)
MUXConv: Information Multiplexing in Convolutional Neural Networks arXiv:2003.13880
AutoMLonImageNet
Accuracy· 2020-03-31
76.6
best: 83.9 (DeepMAD-50M)
MUXConv: Information Multiplexing in Convolutional Neural Networks arXiv:2003.13880
AutoMLonImageNet
Top-1 Error Rate· 2020-03-31
23.4
best: 16.1 (DeepMAD-50M)
MUXConv: Information Multiplexing in Convolutional Neural Networks arXiv:2003.13880

Computer Vision1 result

Image ClassificationonImageNet
GFLOPs· 2020-03-31
0.636
best: 1478 (InternImage-H)
MUXConv: Information Multiplexing in Convolutional Neural Networks arXiv:2003.13880