Image Classification on DF20

Metric: Top-3 (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	Top-3▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	91.68	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	90.95	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d (299)	89.48	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	EfficientNet-B5 (299)	88.85	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	EfficientNet-B3 (299)	88.72	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	ViT-Large/16 (224)	88.34	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	SE-ResNeXt-101-32x4d (224)	87.78	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	EfficientNet-B1 (299)	87.68	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	Inception-ResNet-V2 (299)	87.49	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	ResNet-50 (299)	87.13	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	Inception-V4 (299)	86.87	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	EfficientNet-B3 (224)	86.77	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	Inception-V3 (299)	86.58	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	EfficientNet-B0 (224)	85.19	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
15	MobileNet-V2 (299)	85.01	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
16	ResNet-34 (299)	84.76	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
17	ResNet-18	82.65	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
91.68
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
90.95
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d (299)
89.48
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4EfficientNet-B5 (299)
88.85
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5EfficientNet-B3 (299)
88.72
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6ViT-Large/16 (224)
88.34
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7SE-ResNeXt-101-32x4d (224)
87.78
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8EfficientNet-B1 (299)
87.68
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9Inception-ResNet-V2 (299)
87.49
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10ResNet-50 (299)
87.13
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11Inception-V4 (299)
86.87
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12EfficientNet-B3 (224)
86.77
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#13Inception-V3 (299)
86.58
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#14EfficientNet-B0 (224)
85.19
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#15MobileNet-V2 (299)
85.01
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#16ResNet-34 (299)
84.76
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#17ResNet-18
82.65
Top-3· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code