Image Classification on DF20

Metric: Top-1 (higher is better)

LeaderboardDataset

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#	Model↕	Top-1▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	80.45	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	79.48	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d	77.13	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	EfficientNet-B5 (299)	76.1	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	EfficientNet-B3 (299)	75.69	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	ViT-Large/16 (224)	75.29	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	SE-ResNeXt-101-32x4d (224)	74.26	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	EfficientNet-B1 (299)	74.08	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	Inception-ResNet-V2 (299)	74.01	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	EfficientNet-B0 (299)	73.65	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	ResNet-50 (299)	73.49	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	Inception-V4 (299)	73	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	EfficientNet-B3 (224)	72.51	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	Inception-V3 (299)	72.1	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
15	EfficientNet-B0 (224)	70.33	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
16	MobileNet-V2 (299)	69.77	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
17	ResNet-18	67.13	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
80.45
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
79.48
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d
77.13
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4EfficientNet-B5 (299)
76.1
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5EfficientNet-B3 (299)
75.69
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6ViT-Large/16 (224)
75.29
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7SE-ResNeXt-101-32x4d (224)
74.26
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8EfficientNet-B1 (299)
74.08
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9Inception-ResNet-V2 (299)
74.01
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10EfficientNet-B0 (299)
73.65
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11ResNet-50 (299)
73.49
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12Inception-V4 (299)
73
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#13EfficientNet-B3 (224)
72.51
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#14Inception-V3 (299)
72.1
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#15EfficientNet-B0 (224)
70.33
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#16MobileNet-V2 (299)
69.77
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#17ResNet-18
67.13
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code