Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images

Open paper
Benchmark Model Rank Results
image-classification-on-oxford-iiit-petsResNet-152x4-AGC (ImageNet-21K)#2Accuracy: 93.21
image-classification-on-flowers-102ResNet-152x4-AGC (ImageNet-21K)#13Accuracy: 99.49
image-classification-on-flowers-102ResNet-50x1-ACG (ImageNet-21K)#32Accuracy: 98.21
image-classification-on-cifar-100ResNet-152x4-AGC (ImageNet-21K)#58Percentage correct: 88.54
image-classification-on-cifar-10ResNet-152x4-AGC (ImageNet-21K)#89Percentage correct: 97.82
image-classification-on-cifar-10ResNet-50x1-ACG (ImageNet-21K)#150Percentage correct: 95.78

Rank counts only results with a code link.