Model Zoo

In this page, we provide all the pre-trained models (checkpoints and codes) and the links to the datasets used in our paper.

Wide_ResNet-50
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Wide_Resnet-101
Download
MobileNet_v3_large_x0_5
Download
MobileNet_v3_large_x0_75
Download
MobileNet_v3_large_x0_35
Download
MobileNet_v3_large_x1_0
Download
MobileNet_v3_large_x1_4_AdamW
Download
MobileNet_v3_large_x1_4_half_AdvTrain
Download
MobileNet_v3_large_x1_4_Augmentation
Download
MobileNet_v3_large_x1_4_Augmix
Download
MobileNet_v3_large_x1_4_Dropout
Download
MobileNet_v3_large_x1_4_Ema
Download
MobileNet_v3_large_x1_4_Label_Smooth
Download
MobileNet_v3_large_x1_4
Download
MobileNet_v2_x0_5
Download
MobileNet_v2_x0_75
Download
MobileNet_v2_x1_0
Download
MobileNet_v2_x1_4
Download
EfficientNet_b0
Download
EfficientNet_b0_nodrop
Download
EfficientNet_b1_nodrop_240
Download
EfficientNet_b2_nodrop_260
Download
EfficientNet_b3_nodrop_300
Download
EfficientNet_b4_nodrop_380
Download
DenseNet121
Download
DenseNet169
Download
DenseNet201
Download
DeiT_base_b16_224
Download
DeiT_small_b16_224
Download
DeiT_tiny_b16_224
Download
ResNet-18_kd
Download
ResNet-18
Download
ResNet-34
Download
ResNet-18
Download
ResNet-50_21k
Download
ResNet-50_AdamW
Download
ResNet-50_AdvTrain
Download
ResNet-50_half_AdvTrain
Download
ResNet-50_Augmentation
Download
ResNet-50_Augmix
Download
ResNet-50_RandAug
Download
ResNet-50_Label_Smooth
Download
ResNet-50_MOCOv2
Download
ResNet-50
Download
ResNet-101
Download
ResNet-152
Download
RegNetX_400m
Download
RegNetX_800m
Download
RegNetX_1600m
Download
RegNetX_3200m
Download
RegNetX_3200m_Augmix
Download
RegNetX_3200m_AdvTrain
Download
RegNetX_3200m_half_AdvTrain
Download
RegNetX_3200m_EMA
Download
RegNetX_3200m_Label_Smooth
Download
RegNetX_3200m_Augumentation
Download
RegNetX_3200m_AdamW
Download
RegNetX_6400m
Download
mixer_B16_224
Download
mixer_B16_224_Augmix
Download
mixer_B16_224_AdvTrain
Download
mixer_B16_224_half_AdvTrain
Download
mixer_B16_224_EMA
Download
mixer_B16_224_Label_Smooth
Download
mixer_B16_224_Augumentation
Download
mixer_B16_224_Drop
Download
mixer_L16_224
Download
RepVGG_A0
Download
RepVGG_B3
Download
RepVGG_A0_Deploy
Download
RepVGG_B3_Deploy
Download
ShuffleNet_V2_x0_5
Download
ShuffleNet_V2_x1_0
Download
ShuffleNet_V2_x1_5
Download
ShuffleNet_V2_x2_0_adamw
Download
ShuffleNet_V2_x2_0_adv_train
Download
ShuffleNet_V2_x2_0_half_adv_train
Download
ShuffleNet_V2_x2_0_augmentation
Download
ShuffleNet_V2_x2_0_augmix
Download
ShuffleNet_V2_x2_0_ema
Download
ShuffleNet_V2_x2_0_label_smooth
Download
ShuffleNet_V2_x2_0
Download
Vit_b16_224
Download
Vit_b32_224
Download
Vit_base_patch16_224_21K
Download
Vit_base_patch16_224_AdvTrain
Download
Vit_base_patch16_224_half_AdvTrain
Download
Vit_base_patch16_224_Augmentation
Download
Vit_base_patch16_224_Augmix
Download
Vit_base_patch16_224_EMA
Download
Vit_base_patch16_224_Label_Smooth
Download
Vit_base_patch16_224_Dropout
Download
Vit_base_patch16_224_fullsetting_half_AdvTrain
Download
Vit_base_patch16_224_ImageNette
Download
Vit_base_patch16_224_ImageNette_half_AdvTrain
Download
ViTAE-T
Download
ViTAE-S
Download
Swin-T
Download
Swin-S
Download
Swin-B
Download
ImageNet-A
Download
ImageNet-C
Download
ImageNet-O
Download
ImageNet-P
Download
ImageNet-S
Download