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Models/EfficientNet-B3

EfficientNet-B3

Reported on 7 benchmarks across 3 tasks · 2 papers · 1 SOTA

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

Computer Vision4 results

Image ClassificationonMAMe
Acc· 2020-07-27
88.95
SOTA
The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties arXiv:2007.13693
Domain GeneralizationonVizWiz-Classification
Accuracy - All Images· 2019-05-28
40.7
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
45.3
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
34.2
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
40.7
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
45.3
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
34.2
best: 51.8 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946