MODEL_ZOO.md

The following links provide pre-trained models:

ResNet-18 Pre-trained Models

Dataset	d	Lambda_BT	Lambda_Reg	Path to Pretrained Model	KNN Acc.	Linear Acc.
CIFAR-10	1024	0.0078125	4.0	4wdhbpcf_0.0078125_1024_256_cifar10_model.pth	90.52	92.58
CIFAR-100	1024	0.0078125	4.0	76kk7scz_0.0078125_1024_256_cifar100_model.pth	61.25	69.31
TinyImageNet	1024	0.0009765	4.0	02azq6fs_0.0009765_1024_256_tiny_imagenet_model.pth	38.11	51.67
STL-10	1024	0.0078125	2.0	i7det4xq_0.0078125_1024_256_stl10_model.pth	88.94	91.02

ResNet-50 Pre-trained Models

Dataset	d	Lambda_BT	Lambda_Reg	Path to Pretrained Model	KNN Acc.	Linear Acc.
CIFAR-10	1024	0.0078125	4.0	v3gwgusq_0.0078125_1024_256_cifar10_model.pth	91.39	93.89
CIFAR-100	1024	0.0078125	4.0	z6ngefw7_0.0078125_1024_256_cifar100_model_2000.pth	64.32	72.51
TinyImageNet	1024	0.0009765	4.0	kxlkigsv_0.0009765_1024_256_tiny_imagenet_model_2000.pth	42.21	51.84
STL-10	1024	0.0078125	2.0	pbknx38b_0.0078125_1024_256_stl10_model.pth	87.79	91.70
ImageNet	1024	0.0051	0.1	13awtq23_0.0051_8192_1024_imagenet_0.1_resnet50.pth	-	72.1