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

Benchmark Model Rank Results
image-classification-on-cifar-10ResNet-152x4-AGC (ImageNet-21K)#69Percentage correct: 97.82
image-classification-on-cifar-10ResNet-50x1-ACG (ImageNet-21K)#123Percentage correct: 95.78
image-classification-on-cifar-100ResNet-152x4-AGC (ImageNet-21K)#36Percentage correct: 88.54
image-classification-on-flowers-102ResNet-152x4-AGC (ImageNet-21K)#11Accuracy: 99.49
image-classification-on-flowers-102ResNet-50x1-ACG (ImageNet-21K)#25Accuracy: 98.21
image-classification-on-oxford-iiit-petsResNet-152x4-AGC (ImageNet-21K)#2Accuracy: 93.21