AlphaNet-A3

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· 2021-02-16
79.4
best: 83.9 (DeepMAD-50M)
AlphaNet: Improved Training of Supernets with Alpha-Divergence arXiv:2102.07954
Neural Architecture SearchonImageNet
Top-1 Error Rate· 2021-02-16
20.6
best: 16.1 (DeepMAD-50M)
AlphaNet: Improved Training of Supernets with Alpha-Divergence arXiv:2102.07954
AutoMLonImageNet
Accuracy· 2021-02-16
79.4
best: 83.9 (DeepMAD-50M)
AlphaNet: Improved Training of Supernets with Alpha-Divergence arXiv:2102.07954
AutoMLonImageNet
Top-1 Error Rate· 2021-02-16
20.6
best: 16.1 (DeepMAD-50M)
AlphaNet: Improved Training of Supernets with Alpha-Divergence arXiv:2102.07954

Computer Vision1 result

Image ClassificationonImageNet
GFLOPs· 2021-02-16
0.357
best: 1478 (InternImage-H)
AlphaNet: Improved Training of Supernets with Alpha-Divergence arXiv:2102.07954