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Image Classification On Df20 Mini

Metrics

F1 - macro
Top-1
Top-3

Results

Performance results of various models on this benchmark

Model Name
F1 - macro
Top-1
Top-3
Paper TitleRepository
ResNet-180.51462.9181.65Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B5 (299)-68.7685Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ResNet-50 (299)-68.4985.22Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ResNet-34 (299)0.559-83.52Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Large/16 (384)0.66975.8589.95Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Inception-ResNet-V2 (299)-64.6781.42Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B3 (224)0.5567.3983.74Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B0 (224)0.53165.6683.65Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B1 (299)-68.3584.67Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B0 (299)0.56767.9485.71Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Base/16 (384)0.63974.2389.12Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
EfficientNet-B3 (299)0.5969.5985.55Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
ViT-Large/16 (224)0.60371.0486.15Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Inception-V3 (299)0.53565.9182.97Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d-72.23-Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d (224)0.58568.8785.14Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
MobileNet-V2 (299)-65.58-Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
Inception-V4 (299)-67.4582.78Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
SE-ResNeXt-101-32x4d (299)0.62-87.28Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
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