README
ReportQA: QA-Based Radiology Report Evaluation
This is the official dataset for ReportQA, including:
- free-form reports,
- knowledge trees,
- structured reports,
- QAs.
Dataset Statistics
| Dataset | Modality | Anatomy | Language | Free-form report | QA | QA (filtered) |
|---|---|---|---|---|---|---|
| CTRG-Brain-zh | CT (3D) | Brain | Chinese | 2,001 | 209,551 | 182,136 |
| CT-RATE | CT (3D) | Chest | English | 3,039 | 412,737 | 298,654 |
| AMOS-MM | CT (3D) | Abdomen | English | 400 | 45,128 | 25,433 |
| MIMIC-CXR | X-ray | Chest | English | 1,417 | 201,826 | 153,821 |
| RadEvalX | X-ray | Chest | English | 100 | 7,708 | 6,645 |
| Total | 6,957 | 876,950 | 666,689 |
Source Dataset Links
| Dataset | Official URL | Access / license notes |
|---|---|---|
| CTRG-Brain-zh | https://github.com/tangyuhao2016/CTRG | The paper introduces CTRG-Brain-263K. The GitHub repository states that the complete CTRG datasets are distributed through a Baidu Netdisk link. No explicit dataset license was found in the source GitHub repository. |
| CT-RATE | https://huggingface.co/datasets/ibrahimhamamci/CT-RATE | Hugging Face lists cc-by-nc-sa-4.0. The source page also states that access requires accepting dataset terms and that redistribution of the dataset or any portion is not allowed. Derived data sharing must respect privacy and confidentiality terms. |
| AMOS-MM | https://era-ai-biomed.github.io/amos/dataset.html#overview | The Zenodo AMOS release is licensed under Creative Commons Attribution 4.0 International. |
| MIMIC-CXR | https://physionet.org/content/mimic-cxr/2.0.0/ | PhysioNet credentialed-access dataset. Files are under the PhysioNet Credentialed Health Data License 1.5.0 and require credentialed access, required training, and signing the project DUA. |
| RadEvalX | https://physionet.org/content/rad-eval-x/1.0.0/ | PhysioNet open-access dataset under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International. |
Citation
@article{shi2026reportqa,
title={ReportQA: QA-Based Radiology Report Evaluation},
author={Shi, Yiming and Yang, Shaoshuai and Chen, Xi and Li, Haolin and Zhang, Hengyu and Jiang, Che and Wang, Kaiwen and Zhu, Xun and Xie, Dong and Wang, Fei and others},
journal={arXiv preprint arXiv:2606.15037},
year={2026}
}
Contributors
shiym2000
6 commits
Similar repos
README
ReportQA: QA-Based Radiology Report Evaluation
This is the official dataset for ReportQA, including:
- free-form reports,
- knowledge trees,
- structured reports,
- QAs.
Dataset Statistics
| Dataset | Modality | Anatomy | Language | Free-form report | QA | QA (filtered) |
|---|---|---|---|---|---|---|
| CTRG-Brain-zh | CT (3D) | Brain | Chinese | 2,001 | 209,551 | 182,136 |
| CT-RATE | CT (3D) | Chest | English | 3,039 | 412,737 | 298,654 |
| AMOS-MM | CT (3D) | Abdomen | English | 400 | 45,128 | 25,433 |
| MIMIC-CXR | X-ray | Chest | English | 1,417 | 201,826 | 153,821 |
| RadEvalX | X-ray | Chest | English | 100 | 7,708 | 6,645 |
| Total | 6,957 | 876,950 | 666,689 |
Source Dataset Links
| Dataset | Official URL | Access / license notes |
|---|---|---|
| CTRG-Brain-zh | https://github.com/tangyuhao2016/CTRG | The paper introduces CTRG-Brain-263K. The GitHub repository states that the complete CTRG datasets are distributed through a Baidu Netdisk link. No explicit dataset license was found in the source GitHub repository. |
| CT-RATE | https://huggingface.co/datasets/ibrahimhamamci/CT-RATE | Hugging Face lists cc-by-nc-sa-4.0. The source page also states that access requires accepting dataset terms and that redistribution of the dataset or any portion is not allowed. Derived data sharing must respect privacy and confidentiality terms. |
| AMOS-MM | https://era-ai-biomed.github.io/amos/dataset.html#overview | The Zenodo AMOS release is licensed under Creative Commons Attribution 4.0 International. |
| MIMIC-CXR | https://physionet.org/content/mimic-cxr/2.0.0/ | PhysioNet credentialed-access dataset. Files are under the PhysioNet Credentialed Health Data License 1.5.0 and require credentialed access, required training, and signing the project DUA. |
| RadEvalX | https://physionet.org/content/rad-eval-x/1.0.0/ | PhysioNet open-access dataset under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International. |
Citation
@article{shi2026reportqa,
title={ReportQA: QA-Based Radiology Report Evaluation},
author={Shi, Yiming and Yang, Shaoshuai and Chen, Xi and Li, Haolin and Zhang, Hengyu and Jiang, Che and Wang, Kaiwen and Zhu, Xun and Xie, Dong and Wang, Fei and others},
journal={arXiv preprint arXiv:2606.15037},
year={2026}
}
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Contributors
shiym2000
6 commits