ImageNet
Top 1 Accuracy
EfficientNet-B0
Image Classification
76.3
ImageNet
Top 5 Accuracy
EfficientNet-B0
Image Classification
93.2
ImageNet
Number of params
EfficientNet-B0
Image Classification
5.3M
ImageNet
Top 1 Accuracy
EfficientNet-B1
Image Classification
78.8
ImageNet
Top 5 Accuracy
EfficientNet-B1
Image Classification
94.4
ImageNet
Number of params
EfficientNet-B1
Image Classification
7.8M
ImageNet
Top 1 Accuracy
EfficientNet-B2
Image Classification
79.8
ImageNet
Top 5 Accuracy
EfficientNet-B2
Image Classification
94.9
ImageNet
Number of params
EfficientNet-B2
Image Classification
9.2M
ImageNet
Top 1 Accuracy
EfficientNet-B3
Image Classification
81.1
ImageNet
Top 5 Accuracy
EfficientNet-B3
Image Classification
95.5
ImageNet
Number of params
EfficientNet-B3
Image Classification
12M
ImageNet
Top 1 Accuracy
EfficientNet-B4
Image Classification
82.6
ImageNet
Top 5 Accuracy
EfficientNet-B4
Image Classification
96.3
ImageNet
Number of params
EfficientNet-B4
Image Classification
19M
ImageNet
Top 1 Accuracy
EfficientNet-B5
Image Classification
83.3
ImageNet
Top 5 Accuracy
EfficientNet-B5
Image Classification
96.7
ImageNet
Number of params
EfficientNet-B5
Image Classification
30M
ImageNet
Top 1 Accuracy
EfficientNet-B6
Image Classification
84
ImageNet
Top 5 Accuracy
EfficientNet-B6
Image Classification
96.9
ImageNet
Number of params
EfficientNet-B6
Image Classification
43M
ImageNet
Top 1 Accuracy
EfficientNet-B7
Image Classification
84.4
ImageNet
Top 5 Accuracy
EfficientNet-B7
Image Classification
97.1
ImageNet
Number of params
EfficientNet-B7
Image Classification
66M
CIFAR-10
Percentage correct
EfficientNet-B7
Image Classification
98.9
CIFAR-100
Percentage correct
EfficientNet-B7
Image Classification
91.7
Birdsnap
Accuracy
EfficientNet-B7
Fine-Grained Image Classification
84.3
Stanford Cars
Accuracy
EfficientNet-B7
Fine-Grained Image Classification
94.7
Flowers-102
Accuracy
EfficientNet-B7
Image Classification
98.8
FGVC Aircraft
Accuracy
EfficientNet-B7
Fine-Grained Image Classification
92.9
Oxford-IIIT Pets
Accuracy
EfficientNet-B7
Fine-Grained Image Classification
95.4
Food-101
Accuracy
EfficientNet-B7
Fine-Grained Image Classification
93.0