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Benchmark Model

arch	dataset	top1	top5
MobileNetv2	CIFAR100	80.620	95.820
ResNet18	CIFAR100	80.540	96.040
ResNet50	CIFAR100	83.540	96.820
ResNet152	CIFAR100	85.490	97.590
ResNeXt101_32x8d	CIFAR100	85.720	97.650

Distillation

arch_s	arch_t	dataset	lambda	top1	top5
MobileNetV2	ResNet50	CIFAR100	7.0	83.370	96.810
MobileNetV2	ResNet152	CIFAR100	8.0	84.530	97.470
MobileNetV2	ResNext_32x8d	CIFAR100	6.0	84.520	97.470
ResNet18	ResNet50	CIFAR100	10.0	83.130	96.350
ResNet50	ResNet152	CIFAR100	6.0	86.240	97.610
ResNet50	ResNeXt_32x8d	CIFAR100	6.0	86.220	97.490

See