Image Classification on DF20 - Mini

Metric: F1 - macro (higher is better)

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#	Model↕	F1 - macro▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	0.669	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	0.639	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d (299)	0.62	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	ViT-Large/16 (224)	0.603	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	EfficientNet-B3 (299)	0.59	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	SE-ResNeXt-101-32x4d (224)	0.585	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	EfficientNet-B0 (299)	0.567	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	ResNet-34 (299)	0.559	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	EfficientNet-B3 (224)	0.55	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	Inception-V3 (299)	0.535	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	EfficientNet-B0 (224)	0.531	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	ResNet-18	0.514	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
0.669
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
0.639
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d (299)
0.62
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4ViT-Large/16 (224)
0.603
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5EfficientNet-B3 (299)
0.59
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6SE-ResNeXt-101-32x4d (224)
0.585
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7EfficientNet-B0 (299)
0.567
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8ResNet-34 (299)
0.559
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9EfficientNet-B3 (224)
0.55
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10Inception-V3 (299)
0.535
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11EfficientNet-B0 (224)
0.531
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12ResNet-18
0.514
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code