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Models/EfficientNet-B2

EfficientNet-B2

Reported on 8 benchmarks across 4 tasks · 2 papers

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
1
best: 1478 (InternImage-H)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946
Domain GeneralizationonVizWiz-Classification
Accuracy - All Images· 2019-05-28
38.1
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
42.8
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
31.4
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
38.1
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
42.8
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
31.4
best: 51.8 (VOLO-D5)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks arXiv:1905.11946

Medical1 result

COVID-19 DiagnosisonCOVIDx CXR-3
Per-Class Accuracy· 2022-11-23
97.6
best: 98.25 (SS-CXR)
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model arXiv:2211.12944