Image Classification on DF20

Metric: F1 - macro (higher is better)

LeaderboardDataset

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#	Model↕	F1 - macro▼	Extra Data	Paper	Date↕	Code
1	ViT-Large/16 (384)	0.743	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
2	ViT-Base/16 (384)	0.727	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
3	SE-ResNeXt-101-32x4d (299)	0.693	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
4	EfficientNet-B5 (299)	0.678	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
5	ViT-Large/16 (224)	0.675	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
6	EfficientNet-B3 (299)	0.673	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
7	SE-ResNeXt-101-32x4d (224)	0.66	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
8	EfficientNet-B1 (299)	0.654	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
9	Inception-ResNet-V2 (299)	0.651	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
10	Inception-V4 (299)	0.637	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
11	EfficientNet-B3 (224)	0.634	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
12	EfficientNet-B0 (224)	0.613	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
13	ResNet-34 (299)	0.6	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code
14	ResNet-18	0.58	No	Danish Fungi 2020 -- Not Just Another Image Reco...	2021-03-18	Code

#1ViT-Large/16 (384)SOTA
0.743
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#2ViT-Base/16 (384)
0.727
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#3SE-ResNeXt-101-32x4d (299)
0.693
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#4EfficientNet-B5 (299)
0.678
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#5ViT-Large/16 (224)
0.675
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#6EfficientNet-B3 (299)
0.673
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#7SE-ResNeXt-101-32x4d (224)
0.66
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#8EfficientNet-B1 (299)
0.654
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#9Inception-ResNet-V2 (299)
0.651
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#10Inception-V4 (299)
0.637
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#11EfficientNet-B3 (224)
0.634
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#12EfficientNet-B0 (224)
0.613
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#13ResNet-34 (299)
0.6
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code
#14ResNet-18
0.58
F1 - macro· 2021-03-18
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Code