From 934d7783986e0cfd3ef34b299c18c51fdb96f95d Mon Sep 17 00:00:00 2001 From: Zeyu Wang Date: Tue, 7 Jun 2022 08:24:29 +0800 Subject: [PATCH] Update README.md --- README.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 35c2b70..4fe4873 100644 --- a/README.md +++ b/README.md @@ -78,13 +78,13 @@ The testing instructions are in [TEST.md](TEST.md). Here are ImageNet-1k trained weights for four model instantiations. All models are trained for 300 epochs with DeiT recipe. Please follow the testing script to evaluate them on out-of-distribution dataset. -| | Pretrained Model | ImageNet | Stylized-ImageNet | ImageNet-C | ImageNet-R |ImageNet-Sketch | -| ------------------------------------- | :-------------------------------------------------------------------------------------------------: | :------: | :---------------: | :--------: | :--------: |:-------------: | -| DeiT-S | [download link](https://dl.fbaipublicfiles.com/deit/deit_small_patch16_224-cd65a155.pth) | 79.8 | 16.2 | 42.8 | 41.9 | 29.1 | -| Robust-ResNet-DW-Small | [download link](https://drive.google.com/file/d/1cbS3NGkkzKw2Uhq8ATMbsoGjIx8zhwgv/view?usp=sharing) | 79.4 | 18.6 | 42.3 | 45.9 | 33.0 | -| Robust-ResNet-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1g551TsZmVrSZ4BXje9RcT7gG_UjjFQmO/view?usp=sharing) | 79.0 | 19.5 | 42.1 | 45.9 | 32.8 | -| Robust-ResNet-Up-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1lQ0zPqO6nmtXWt5r9d-M4k_GHVeW41Qy/view?usp=sharing) | 79.2 | 20.2 | 40.9 | 48.7 | 35.2 | -| Robust-ResNet-Down-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1gZVclPJXT50F6iAJHUv8Z6wG6C0ZhXds/view?usp=sharing) | 79.9 | 19.3 | 41.6 | 46.0 | 32.8 | +| | Pretrained Model | ImageNet ↑ | Stylized-ImageNet ↑ | ImageNet-C ↓ | ImageNet-R ↑ | ImageNet-Sketch ↑ | +| ------------------------------------- | :-------------------------------------------------------------------------------------------------: | :--------------: | :-----------------------: | :----------------: | :----------------: |:----------------------: | +| DeiT-S (Official Checkpoint) | [download link](https://github.com/facebookresearch/deit) | 79.8 | 16.2 | 42.8 | 41.9 | 29.1 | +| Robust-ResNet-DW-Small | [download link](https://drive.google.com/file/d/1cbS3NGkkzKw2Uhq8ATMbsoGjIx8zhwgv/view?usp=sharing) | 79.4 | 18.6 | 42.3 | 45.9 | 33.0 | +| Robust-ResNet-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1g551TsZmVrSZ4BXje9RcT7gG_UjjFQmO/view?usp=sharing) | 79.0 | 19.5 | 42.1 | 45.9 | 32.8 | +| Robust-ResNet-Up-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1lQ0zPqO6nmtXWt5r9d-M4k_GHVeW41Qy/view?usp=sharing) | 79.2 | 20.2 | 40.9 | 48.7 | 35.2 | +| Robust-ResNet-Down-Inverted-DW-Small | [download link](https://drive.google.com/file/d/1gZVclPJXT50F6iAJHUv8Z6wG6C0ZhXds/view?usp=sharing) | 79.9 | 19.3 | 41.6 | 46.0 | 32.8 |