Image Classification on DF20

Metric: F1 - macro (higher is better)

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#	Model↕	F1 - macro▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	0.743	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	0.727	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d (299)	0.693	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	EfficientNet-B5 (299)	0.678	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	ViT-Large/16 (224)	0.675	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	EfficientNet-B3 (299)	0.673	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	SE-ResNeXt-101-32x4d (224)	0.66	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	EfficientNet-B1 (299)	0.654	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	Inception-ResNet-V2 (299)	0.651	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	Inception-V4 (299)	0.637	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	EfficientNet-B3 (224)	0.634	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	EfficientNet-B0 (224)	0.613	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	ResNet-34 (299)	0.6	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	ResNet-18	0.58	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code