UniNet-B0

Reported on 3 benchmarks across 3 tasks · 2 papers

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

Methodology2 results

Neural Architecture SearchonImageNet
Top-1 Error Rate· 2022-07-12
19.2
best: 16.1 (DeepMAD-50M)
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP arXiv:2207.05420
AutoMLonImageNet
Top-1 Error Rate· 2022-07-12
19.2
best: 16.1 (DeepMAD-50M)
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP arXiv:2207.05420

Computer Vision2 results

Image ClassificationonImageNet
GFLOPs· 2022-07-12
0.555
best: 1478 (InternImage-H)
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP arXiv:2207.05420
Image ClassificationonImageNet
GFLOPs· 2021-10-08
0.56
best: 1478 (InternImage-H)
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP arXiv:2110.04035