| --- |
| pretty_name: NPCBench |
| license: cc-by-4.0 |
| configs: |
| - config_name: L1 |
| data_files: |
| - split: test |
| path: L1/questions.jsonl |
| - config_name: L2 |
| data_files: |
| - split: test |
| path: L2/questions.jsonl |
| - config_name: L3-Path |
| data_files: |
| - split: test |
| path: L3/Path.jsonl |
| - config_name: L3-Seq |
| data_files: |
| - split: test |
| path: L3/Seq.jsonl |
| - config_name: L3-Struct |
| data_files: |
| - split: test |
| path: L3/Struct.jsonl |
| - config_name: L3-T100-anatomical |
| data_files: |
| - split: test |
| path: L3/T-Stg.jsonl |
| - config_name: L4 |
| data_files: |
| - split: test |
| path: L4/questions.jsonl |
| - config_name: L5 |
| data_files: |
| - split: test |
| path: L5/questions.jsonl |
| - config_name: O1 |
| data_files: |
| - split: test |
| path: O1/questions.jsonl |
| - config_name: L3-T400 |
| data_files: |
| - split: test |
| path: L3/T400.jsonl |
| - config_name: L3-N400 |
| data_files: |
| - split: test |
| path: L3/N400.jsonl |
| language: |
| - en |
| - zh |
| tags: |
| - medical |
| - benchmark |
| - multimodal |
| - nasopharyngeal-carcinoma |
| --- |
| # NPCBench |
|
|
| NPCBench evaluates guideline knowledge, image interpretation, care decisions, |
| and specialist consultation in nasopharyngeal carcinoma. |
|
|
| [Paper](https://openreview.net/forum?id=AVTJEREEah) · [Evaluation code](https://github.com/pidneuralode/NPCBench) |
|
|
| ## Tasks |
|
|
| - **L1 and L2** contain 250 guideline questions and 185 application questions. |
| - **L3** contains pathology, MRI sequence recognition, structure assessment, and T400/N400 staging. T400 uses structure cards for 100 patients and sequence groups for 300. N400 uses sequence groups from a disjoint cohort. |
| - **L4 and L5** contain 165 planning questions and 305 longitudinal decisions, respectively. |
| - **L6** covers 100 patients and 417 scored tasks (100 pathology assessments, 100 MRI T assessments, and 217 care decisions). The archive records six excluded treatment questions and their reasons. |
| - **O1** contains 103 consultations from 42 cases and 1,726 scoring criteria. |
|
|
| ## Download |
|
|
| ```sh |
| hf download pengkaiScience/NPCBench L2/questions.jsonl --repo-type dataset --local-dir data |
| ``` |
|
|
| For image tasks, see the [L3 data guide](L3/README.md) and the |
| [CarePath guide](L6/full100_inputs_scored217/README.md). They give archive paths |
| and the information needed to match images, prompts, and labels. |
| [Supplementary data](supplementary/README.md) cover input controls, external MRI, |
| cine, and physician calibration. |
|
|
| ## Use |
|
|
| The release uses de-identified clinical inputs. L4 retains dates needed to apply |
| the relevant guideline edition. Longitudinal tasks use patient-relative days |
| where applicable. Ethics approval is documented under IRB B2026-465-01. |
| NPCBench is intended for research evaluation. Retrospective, disease-specific |
| sampling and differences in image formats affect how scores should be interpreted. |
|
|
| Original data and annotations use [CC BY 4.0](LICENSE-DATA.md). Third-party |
| materials retain their terms. Please cite the paper when using the dataset. |
|
|
