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Image Classification On Df20

Metrics

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Results

Performance results of various models on this benchmark

Model Name
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Paper TitleRepository
Inception-V3 (299)72.186.58Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d (224)74.2687.78Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ResNet-34 (299)-84.76Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Inception-ResNet-V2 (299)74.0187.49Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B1 (299)74.0887.68Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B3 (224)72.5186.77Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ResNet-50 (299)73.4987.13Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Large/16 (384)80.4591.68Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B3 (299)75.6988.72Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Base/16 (384)79.4890.95Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
MobileNet-V2 (299)69.7785.01Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Large/16 (224)75.2988.34Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d (299)-89.48Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ResNet-1867.1382.65Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B5 (299)76.188.85Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Inception-V4 (299)7386.87Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B0 (224)70.3385.19Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B0 (299)73.65-Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d77.13-Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
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