Datasets:
Tasks:
Question Answering
Modalities:
Image
Formats:
imagefolder
Languages:
Chinese
Size:
1K - 10K
Tags:
art
License:
| license: mit | |
| task_categories: | |
| - question-answering | |
| language: | |
| - zh | |
| tags: | |
| - art | |
| pretty_name: msbench | |
| size_categories: | |
| - 1K<n<10K | |
| # Dataset Card for MS-Bench | |
| <!-- Provide a quick summary of the dataset. --> | |
| This is the official dataset for MS-Bench: Evaluating LMMs in Ancient ManuScript Study with Dunhuang as Case Study. | |
| Please refer to the GitHub page for more details: https://github.com/ianeong/MS-Bench. | |
| ## Dataset Details | |
| ### Dataset Description | |
| <!-- Provide a longer summary of what this dataset is. --> | |
| - **Curated by:** Yuqing Zhang, Yue Han, Shuanghe Zhu, Haoxiang Wu, Hangqi Li | |
| - **Funded by:** Zhejiang University | |
| - **Shared by:** Zhejiang University | |
| - **Language(s) (NLP):** Chinese | |
| - **License:** MIT | |
| ### Dataset Sources [optional] | |
| <!-- Provide the basic links for the dataset. --> | |
| - **Repository:** https://github.com/ianeong/MS-Bench | |
| - **Paper [optional]:** https://openreview.net/forum?id=mPznBXZSWf | |
| - **Demo [optional]:** https://neurips.cc/virtual/2025/poster/121478 (To Be Updated) | |
| ## Uses | |
| <!-- Address questions around how the dataset is intended to be used. --> | |
| ### Direct Use | |
| <!-- This section describes suitable use cases for the dataset. --> | |
| Please contact paper authors for dataset direct use. | |
| ### Out-of-Scope Use | |
| <!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. --> | |
| Please refer to paper. | |
| ## Dataset Structure | |
| <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> | |
| We provide each task as a zip file with json annoatation alongside each task. | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| <!-- Motivation for the creation of this dataset. --> | |
| We detail in paper about dataset curation process, please refer to: https://openreview.net/forum?id=mPznBXZSWf. | |
| ### Source Data | |
| <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> | |
| #### Data Collection and Processing | |
| <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> | |
| We detail in paper about dataset collection and preprocessing. | |
| #### Who are the source data producers? | |
| <!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> | |
| Zhejiang University. | |
| ## Bias, Risks, and Limitations | |
| <!-- This section is meant to convey both technical and sociotechnical limitations. --> | |
| Please refer to paper for discusions on limitations. | |
| ### Recommendations | |
| <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> | |
| Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. | |
| ## Citation [optional] | |
| <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> | |
| **BibTeX:** | |
| To Be Updated. | |
| **APA:** | |
| To Be Updated. | |
| ## Dataset Card Authors [optional] | |
| Yuqing Zhang | |
| ## Dataset Card Contact | |
| yuqingz7@zju.edu.cn |