README.md

---
license: apache-2.0
datasets:
- uoft-cs/cifar100
language:
- en
metrics:
- accuracy
pipeline_tag: image-classification
---
# Model Card for LGViT

The checkpoint of LGViT using the Swin backbone in the Cifar-100 dataset.

## Model Details


### Model Sources 

<!-- Provide the basic links for the model. -->

- **Repository:** https://github.com/falcon-xu/LGViT
- **Paper:** https://arxiv.org/abs/2308.00255



#### Metrics

- Classification accuracy
- Speed-Up

### Results

[More Information Needed]

#### Summary



## Citation 

<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```
@article{xu2023lgvit,
  title={LGViT: Dynamic Early Exiting for Accelerating Vision Transformer},
  author={Xu, Guanyu and Hao, Jiawei and Shen, Li and Hu, Han and Luo, Yong and Lin, Hui and Shen, Jialie},
  journal={arXiv preprint arXiv:2308.00255},
  year={2023}
}
```