jameszhou-gl/gpt-4v-distribution-shift

---
license: mit
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## License
This repository is licensed under the MIT License.

## Description
This Hugging Face repository hosts the random case dataset utilized in our research project, detailed in the GitHub repository [gpt-4v-distribution-shift](https://github.com/jameszhou-gl/gpt-4v-distribution-shift).
These datasets are crucial for evaluating the performance of multimodal foundation models under various distribution shift scenarios.

## Using the Dataset
For detailed instructions on how to use this dataset to reproduce the results presented in our research (specifically Tables 1 and 2), please refer to the section "Reproduce Table 1 and 2 in the paper" in our GitHub repository. The direct link to this section is [here](https://github.com/jameszhou-gl/gpt-4v-distribution-shift/tree/master?tab=readme-ov-file#reproduce-table-1-and-2-in-the-paper).

## Additional Resources
- Paper: Access our research paper on Arxiv at https://arxiv.org/pdf/2312.07424.pdf.
- GitHub Repository: For more details about our project and source code, visit https://github.com/jameszhou-gl/gpt-4v-distribution-shift.

原始信息汇总

数据集描述

该Hugging Face仓库托管了在我们的研究项目中使用的随机案例数据集，该项目详细信息可在GitHub仓库gpt-4v-distribution-shift中找到。这些数据集对于评估多模态基础模型在各种分布偏移场景下的性能至关重要。

使用数据集

如需详细了解如何使用此数据集重现我们在研究中展示的结果（特别是表1和表2），请参阅我们的GitHub仓库中的“重现论文中的表1和表2”部分。该部分的直接链接为这里。