Danish Fungi 2020 -- Not Just Another Image Recognition Dataset

Open paper
Benchmark Model Rank Results
image-classification-on-df20ViT-Large/16 (384)#1Top-1: 80.45Top-3: 91.68F1 - macro: 0.743
image-classification-on-df20ViT-Base/16 (384)#2Top-1: 79.48Top-3: 90.95F1 - macro: 0.727
image-classification-on-df20SE-ResNeXt-101-32x4d#3Top-1: 77.13
image-classification-on-df20EfficientNet-B5 (299)#4Top-1: 76.1Top-3: 88.85F1 - macro: 0.678
image-classification-on-df20EfficientNet-B3 (299)#5Top-1: 75.69Top-3: 88.72F1 - macro: 0.673
image-classification-on-df20ViT-Large/16 (224)#6Top-1: 75.29Top-3: 88.34F1 - macro: 0.675
image-classification-on-df20SE-ResNeXt-101-32x4d (224)#7Top-1: 74.26Top-3: 87.78F1 - macro: 0.66
image-classification-on-df20EfficientNet-B1 (299)#8Top-1: 74.08Top-3: 87.68F1 - macro: 0.654
image-classification-on-df20Inception-ResNet-V2 (299)#9Top-1: 74.01Top-3: 87.49F1 - macro: 0.651
image-classification-on-df20EfficientNet-B0 (299)#10Top-1: 73.65
image-classification-on-df20ResNet-50 (299)#11Top-1: 73.49Top-3: 87.13
image-classification-on-df20Inception-V4 (299)#12Top-1: 73Top-3: 86.87F1 - macro: 0.637
image-classification-on-df20EfficientNet-B3 (224)#13Top-1: 72.51Top-3: 86.77F1 - macro: 0.634
image-classification-on-df20Inception-V3 (299)#14Top-1: 72.1Top-3: 86.58
image-classification-on-df20EfficientNet-B0 (224)#15Top-1: 70.33Top-3: 85.19F1 - macro: 0.613
image-classification-on-df20MobileNet-V2 (299)#16Top-1: 69.77Top-3: 85.01
image-classification-on-df20ResNet-18#17Top-1: 67.13Top-3: 82.65F1 - macro: 0.580
image-classification-on-df20SE-ResNeXt-101-32x4d (299)#18Top-3: 89.48F1 - macro: 0.693
image-classification-on-df20ResNet-34 (299)#19Top-3: 84.76F1 - macro: 0.60
image-classification-on-df20-miniViT-Large/16 (384)#1Top-1: 75.85Top-3: 89.95F1 - macro: 0.669
image-classification-on-df20-miniViT-Base/16 (384)#2Top-1: 74.23Top-3: 89.12F1 - macro: 0.639
image-classification-on-df20-miniSE-ResNeXt-101-32x4d#3Top-1: 72.23
image-classification-on-df20-miniViT-Large/16 (224)#4Top-1: 71.04Top-3: 86.15F1 - macro: 0.603
image-classification-on-df20-miniEfficientNet-B3 (299)#5Top-1: 69.59Top-3: 85.55F1 - macro: 0.59
image-classification-on-df20-miniSE-ResNeXt-101-32x4d (224)#6Top-1: 68.87Top-3: 85.14F1 - macro: 0.585
image-classification-on-df20-miniEfficientNet-B5 (299)#7Top-1: 68.76Top-3: 85
image-classification-on-df20-miniResNet-50 (299)#8Top-1: 68.49Top-3: 85.22
image-classification-on-df20-miniEfficientNet-B1 (299)#9Top-1: 68.35Top-3: 84.67
image-classification-on-df20-miniEfficientNet-B0 (299)#10Top-1: 67.94Top-3: 85.71F1 - macro: 0.567
image-classification-on-df20-miniInception-V4 (299)#11Top-1: 67.45Top-3: 82.78
image-classification-on-df20-miniEfficientNet-B3 (224)#12Top-1: 67.39Top-3: 83.74F1 - macro: 0.55
image-classification-on-df20-miniInception-V3 (299)#13Top-1: 65.91Top-3: 82.97F1 - macro: 0.535
image-classification-on-df20-miniEfficientNet-B0 (224)#14Top-1: 65.66Top-3: 83.65F1 - macro: 0.531
image-classification-on-df20-miniMobileNet-V2 (299)#15Top-1: 65.58
image-classification-on-df20-miniInception-ResNet-V2 (299)#16Top-1: 64.67Top-3: 81.42
image-classification-on-df20-miniResNet-18#17Top-1: 62.91Top-3: 81.65F1 - macro: 0.514
image-classification-on-df20-miniSE-ResNeXt-101-32x4d (299)#18Top-3: 87.28F1 - macro: 0.62
image-classification-on-df20-miniResNet-34 (299)#19Top-3: 83.52F1 - macro: 0.559

Rank counts only results with a code link.