Image Classification on DF20 - Mini

Metric: Top-3 (higher is better)

LeaderboardDataset

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#	Model↕	Top-3▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	89.95	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	89.12	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d (299)	87.28	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	ViT-Large/16 (224)	86.15	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	EfficientNet-B0 (299)	85.71	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	EfficientNet-B3 (299)	85.55	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	ResNet-50 (299)	85.22	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	SE-ResNeXt-101-32x4d (224)	85.14	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	EfficientNet-B5 (299)	85	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	EfficientNet-B1 (299)	84.67	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	EfficientNet-B3 (224)	83.74	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	EfficientNet-B0 (224)	83.65	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	ResNet-34 (299)	83.52	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	Inception-V3 (299)	82.97	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
15	Inception-V4 (299)	82.78	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
16	ResNet-18	81.65	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
17	Inception-ResNet-V2 (299)	81.42	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
89.95
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
89.12
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d (299)
87.28
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4ViT-Large/16 (224)
86.15
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5EfficientNet-B0 (299)
85.71
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6EfficientNet-B3 (299)
85.55
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7ResNet-50 (299)
85.22
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8SE-ResNeXt-101-32x4d (224)
85.14
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9EfficientNet-B5 (299)
85
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10EfficientNet-B1 (299)
84.67
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11EfficientNet-B3 (224)
83.74
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12EfficientNet-B0 (224)
83.65
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#13ResNet-34 (299)
83.52
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#14Inception-V3 (299)
82.97
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#15Inception-V4 (299)
82.78
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#16ResNet-18
81.65
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#17Inception-ResNet-V2 (299)
81.42
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code