README CIFAR100 arch dataset use_dcl lambda beta gamma swap_size top1 top5 MobileNetV2 CIFAR100 False / / / / 78.400 95.030 MobileNetV2 CIFAR100 True 1.0 1.0 1.0 (5,5) 80.750 96.220 ResNet50 CIFAR100 False / / / / 82.000 96.270 ResNet50 CIFAR100 True 1.0 1.0 0.01 (3,3) 82.980 96.720 CUB_200_2011 224x224 arch dataset use_dcl lambda beta gamma swap_size top1 top5 MobileNetV2 CUB_200_2011 False / / / / 66.603 87.591 MobileNetV2 CUB_200_2011 True 1.0 1.0 1.0 (3,3) 70.193 90.024 ResNet50 CUB_200_2011 False / / / / 69.330 89.489 ResNet50 CUB_200_2011 True 1.0 1.0 1.0 (3,3) 71.936 90.956 448x448 arch dataset use_dcl lambda beta gamma swap_size top1 top5 ResNet50 CUB_200_2011 False / / / / 81.315 95.100 ResNet50 CUB_200_2011 True 1.0 0.1 1.0 (5,5) 83.575 95.997 See MobileNet ResNet