ViT_Fast — Model Weights

This repository contains model checkpoints for the Miss Patch project.

Code and documentation: github.com/DoraemonXia/ViT_Fast

Available Weights

Baselines (ViT-B/16, IN-21K pretrained)

File	Dataset	Test Acc
checkpoints/cifar100_vit_b16_ft/best_model.pth	CIFAR-100	91.69%
checkpoints/oxford_pets_vit_b16_ft/best_model.pth	Oxford Pets	93.32%
checkpoints/food101_vit_b16_in21k/best_model.pth	Food-101	91.37%

Downsampled (168x168)

File	Dataset	Test Acc
checkpoints/cifar100_vit_b16_img168/best_model.pth	CIFAR-100	91.56%
checkpoints/oxford_pets_vit_b16_img168/best_model.pth	Oxford Pets	90.65%

MAE + Router

File	Dataset	Keep Ratio	Test Acc
checkpoints/cifar100_mae_patchsel_b16_keep75_distill/best_model.pth	CIFAR-100	75%	91.10%
checkpoints/cifar100_mae_patchsel_b16_keep50/best_model.pth	CIFAR-100	50%	89.07%

Distilled Routers

File	Dataset
checkpoints/router_distill_cifar100/router.pth	CIFAR-100
checkpoints/router_distill_food101/router.pth	Food-101