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Models/EfficientNet-B1

EfficientNet-B1

Reported on 7 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.

Computer Vision4 results

Image ClassificationonImageNet
GFLOPs· 2019-05-28
0.7
best: 1478 (InternImage-H)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain GeneralizationonVizWiz-Classification
Accuracy - All Images· 2019-05-28
36.7
best: 57.2 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain GeneralizationonVizWiz-Classification
Accuracy - Clean Images· 2019-05-28
41.5
best: 450 (ViT-8/B-224)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain GeneralizationonVizWiz-Classification
Accuracy - Corrupted Images· 2019-05-28
30.9
best: 51.8 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946

Methodology3 results

Domain AdaptationonVizWiz-Classification
Accuracy - All Images· 2019-05-28
36.7
best: 57.2 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain AdaptationonVizWiz-Classification
Accuracy - Clean Images· 2019-05-28
41.5
best: 450 (ViT-8/B-224)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain AdaptationonVizWiz-Classification
Accuracy - Corrupted Images· 2019-05-28
30.9
best: 51.8 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946