| --- |
| license: mit |
| library_name: timm |
| --- |
| |
| # ViT_Fast — Model Weights |
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| This repository contains model checkpoints for the **Miss Patch** project. |
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| **Code and documentation**: [github.com/DoraemonXia/ViT_Fast](https://github.com/DoraemonXia/ViT_Fast) |
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| ## Available Weights |
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| ### 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% | |
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|
| ### 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% | |
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|
| ### 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 | |
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