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SotA/Computer Vision/Image Classification/DF20 - Mini

Image Classification on DF20 - Mini

Metric: F1 - macro (higher is better)

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#Model↕F1 - macro▼Extra DataPaperDate↕Code
1ViT-Large/16 (384)0.669NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
2ViT-Base/16 (384)0.639NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
3SE-ResNeXt-101-32x4d (299)0.62NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
4ViT-Large/16 (224)0.603NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
5EfficientNet-B3 (299)0.59NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
6SE-ResNeXt-101-32x4d (224)0.585NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
7EfficientNet-B0 (299)0.567NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
8ResNet-34 (299)0.559NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
9EfficientNet-B3 (224)0.55NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
10Inception-V3 (299)0.535NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
11EfficientNet-B0 (224)0.531NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code
12ResNet-180.514NoDanish Fungi 2020 -- Not Just Another Image Reco...2021-03-18Code