Image Classification on DF20 - Mini

Metric: Top-1 (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	Top-1▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	75.85	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	74.23	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d	72.23	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	ViT-Large/16 (224)	71.04	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	EfficientNet-B3 (299)	69.59	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	SE-ResNeXt-101-32x4d (224)	68.87	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	EfficientNet-B5 (299)	68.76	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	ResNet-50 (299)	68.49	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	EfficientNet-B1 (299)	68.35	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	EfficientNet-B0 (299)	67.94	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	Inception-V4 (299)	67.45	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	EfficientNet-B3 (224)	67.39	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	Inception-V3 (299)	65.91	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	EfficientNet-B0 (224)	65.66	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
15	MobileNet-V2 (299)	65.58	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
16	Inception-ResNet-V2 (299)	64.67	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
17	ResNet-18	62.91	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
75.85
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
74.23
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d
72.23
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4ViT-Large/16 (224)
71.04
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5EfficientNet-B3 (299)
69.59
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6SE-ResNeXt-101-32x4d (224)
68.87
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7EfficientNet-B5 (299)
68.76
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8ResNet-50 (299)
68.49
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9EfficientNet-B1 (299)
68.35
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10EfficientNet-B0 (299)
67.94
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11Inception-V4 (299)
67.45
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12EfficientNet-B3 (224)
67.39
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#13Inception-V3 (299)
65.91
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#14EfficientNet-B0 (224)
65.66
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#15MobileNet-V2 (299)
65.58
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#16Inception-ResNet-V2 (299)
64.67
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#17ResNet-18
62.91
Top-1· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code