Datasets:

bbldCVer-hf
/

CJ-Bench

# Source inventory

[CJ-Dataset](https://huggingface.co/datasets/bbldCVer-hf/CJ-Dataset) · [CJ-Bench](https://huggingface.co/datasets/bbldCVer-hf/CJ-Bench)

Counts below are retained **decisions**, not original corpus sizes or independent documents. Train refers to CJ-Dataset; test refers to CJ-Bench. Validation is additional and is counted in each repository's manifest. The profiles record terms found during construction; a repository's code license does not establish a separate data license. Source-specific attribution and use conditions continue to apply.

## General

Twenty public sources and a programmatic supplement. ASAP and Dianping sentiment share the `dianping_reviews` family in the benchmark manifest, but are separated here by task.

| Source | Train | Test | Recorded license / terms |
|---|---:|---:|---|
| [T2Ranking](https://github.com/THUIR/T2Ranking) | 2,328,371 | 7,809 | Apache-2.0 |
| [ASAP](https://github.com/Meituan-Dianping/asap) | 1,318,889 | 14,290 | Apache-2.0 |
| [Dianping sentiment](https://github.com/zhangxiangxiao/glyph) | 1,256,330 | 4,480 | research-only |
| [JD full reviews](https://github.com/zhangxiangxiao/glyph) | 973,902 | 3,329 | research-only |
| [DMSC](https://www.kaggle.com/datasets/utmhikari/doubanmovieshortcomments) | 933,902 | 3,329 | CC0-1.0 |
| [MEP-3M](https://github.com/ChenDelong1999/MEP-3M) | 898,261 | 3,151 | academic-research-only |
| [ChID](https://github.com/chujiezheng/ChID-Dataset) | 635,043 | 3,152 | Apache-2.0 |
| [CMNLI](https://github.com/CLUEbenchmark/CLUE) | 587,172 | 12,112 | academic-research-only-CNSD-original-terms |
| [Ifeng news](https://github.com/zhangxiangxiao/glyph) | 504,284 | 3,151 | research-only |
| [CPED (text)](https://github.com/scutcyr/CPED) | 150,465 | 6,304 | Apache-2.0 |
| [DuReader Yes/No](https://github.com/baidu/DuReader) | 130,717 | 7,632 | LUGE-noncommercial-research-and-teaching |
| [CMRC2019](https://github.com/ymcui/cmrc2019) | 93,605 | 3,048 | CC-BY-SA-4.0 |
| [OCNLI](https://github.com/CLUEbenchmark/OCNLI) | 59,158 | 0 | CC-BY-NC-2.0 |
| [PAWS-X (Chinese)](https://github.com/google-research-datasets/paws/tree/master/pawsx) | 45,508 | 1,970 | Google-dataset-free-use-with-attribution-request |
| [Classical Poetry Retrieval](https://huggingface.co/datasets/PoetryMTEB/ClassicalPoetryRetrieval) | 29,796 | 13,316 | CC-BY-NC-SA-4.0 |
| [LogiQA 2 (Chinese)](https://github.com/csitfun/LogiQA2.0) | 11,526 | 1,573 | CC-BY-NC-SA-4.0 |
| [C3](https://github.com/nlpdata/c3) | 11,502 | 3,152 | non-commercial-research |
| Explicit general rules | 10,700 | 859 | Project-generated; separate redistribution license not specified |
| [MASSIVE (Chinese)](https://github.com/alexa/massive) | 10,675 | 2,966 | CC-BY-4.0 |
| [ChnSentiCorp](https://github.com/PaddlePaddle/PaddleNLP/blob/develop/paddlenlp/datasets/chnsenticorp.py) | 7,187 | 1,177 | LUGE-noncommercial-research-terms |
| [USTS (TED-X)](https://github.com/yuxiaw/USTS) | 3,007 | 3,200 | MIT |

## Medical

The 30 retained source families are listed below using their provenance IDs. Some families are task subsets rather than whole upstream datasets. `chip_mdcfnpc` and `cmedcausal` use the AlternateCD research subsets; `psyqa` uses public examples. All Score decisions come from `cblue_qtr`. The 44-candidate CTC/CMeIE, 148-candidate TCM-SD, and 120-candidate LCMDC fine-label tasks did not pass the retained input budget; LCMDC's 14-class task remains.

| Source family | Train | Test | Recorded license / terms |
|---|---:|---:|---|
| [cblue_qic](https://github.com/CBLUEbenchmark/CBLUE) | 6,211 | 1,693 | Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions |
| [cblue_qqr](https://github.com/CBLUEbenchmark/CBLUE) | 13,004 | 1,492 | Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions |
| [cblue_qtr](https://github.com/CBLUEbenchmark/CBLUE) | 13,281 | 2,913 | Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions |
| [cblue_sts](https://github.com/CBLUEbenchmark/CBLUE) | 3,558 | 1,988 | Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions |
| [chip_cdn](https://github.com/CBLUEbenchmark/CBLUE) | 216,891 | 29,687 | source dataset terms; code license does not establish separate data license |
| [chip_mdcfnpc](https://github.com/quqxui/quqxui-AlternateCD) | 27,636 | 1,926 | PromptCBLUE academic research only; reformatted author research release |
| [cmb](https://github.com/FreedomIntelligence/CMB) | 213,190 | 6,491 | Apache-2.0 release; retain exam provenance |
| [cmedcausal](https://github.com/quqxui/quqxui-AlternateCD) | 3,356 | 1,315 | PromptCBLUE academic research only; reformatted author research release |
| [cmedqa2](https://github.com/zhangsheng93/cMedQA2) | 1,486,404 | 58,100 | Non-commercial research only; original dataset README |
| [cmeee](https://github.com/CBLUEbenchmark/CBLUE) | 55,121 | 9,811 | source dataset terms; code license does not establish separate data license |
| [cmexam](https://github.com/williamliujl/CMExam) | 57,588 | 4,445 | Apache-2.0 code; README academic/research-only data use |
| [cmid](https://github.com/IMU-MachineLearningSXD/CMID) | 8,906 | 1,113 | Research use per upstream; verify complete data-use statement before use |
| [cnmleqa](https://zenodo.org/records/18951465) | 3,710 | 464 | CC-BY-4.0 |
| [dialmed](https://github.com/f-window/DialMed) | 17,348 | 1,072 | MIT repository; preserve original medical data provenance |
| [dxy](https://github.com/HCPLab-SYSU/Medical_DS) | 332 | 100 | Original research release; independent data license not specified |
| [empec](https://github.com/zhehengluoK/Examinations-for-Medical-PErsonnel-in-Chinese) | 71,747 | 2,062 | Public author release; independent data license not specified |
| [explain_cpe](https://github.com/HITsz-TMG/ExplainCPE) | 5,817 | 187 | Data publicly released for research; no independent LICENSE confirmed |
| [gmd12](https://github.com/lwgkzl/BR-Agent) | 1,732 | 238 | Original research release; independent data license not specified |
| [imcs21](https://github.com/lemuria-wchen/imcs21) | 129,261 | 19,306 | Original research release; independent data license not specified |
| [lcmdc](https://zenodo.org/records/13771008) | 313,515 | 27,628 | CC-BY-4.0 |
| [meddg](https://github.com/lwgkzl/MedDG) | 165,337 | 6,634 | GPL-3.0 repository; independent data license not specified |
| [medical_ds](https://github.com/HCPLab-SYSU/Medical_DS) | 470 | 130 | Original research release; independent data license not specified |
| [medqa_mainland](https://github.com/jind11/MedQA) | 19,489 | 2,438 | MIT repository; preserve original medical examination provenance |
| [medqa_taiwan](https://github.com/jind11/MedQA) | 9,852 | 1,316 | MIT repository; preserve original medical examination provenance |
| [mlec_qa](https://github.com/Judenpech/MLEC-QA) | 69,902 | 6,806 | MIT repository; preserve exam provenance |
| [psy_insight](https://github.com/ckqqqq/Psy-Insight) | 11,667 | 974 | Original research release; independent data license not specified |
| [psyqa](https://github.com/thu-coai/PsyQA) | 709 | 89 | public research examples; complete data requires signed author agreement |
| [remedi](https://github.com/yanguojun123/Medical-Dialogue) | 22,023 | 5,161 | MIT |
| [text2dt](https://github.com/Stardust-hyx/Generative_Text2DT) | 1,842 | 585 | source dataset terms; code license does not establish separate data license |
| [webmedqa](https://github.com/hejunqing/webMedQA) | 50,101 | 3,836 | Repository Apache-2.0; retain original question-answer provenance and data-use terms |

## Legal

| Source | Train | Test | Recorded license / terms | Supervision |
|---|---:|---:|---|---|
| [AppealCase](https://huggingface.co/datasets/ythuang02/AppealCase) | 8,462 | 500 | CC BY-NC 4.0 | Claim-support states; mixed upstream annotations |
| [ClaimGen-CN](https://huggingface.co/datasets/Josieeee/ClaimGen-CN) | 8,400 | 200 | CC BY-NC-SA 4.0 | Original cause-of-action classification |
| [LeCaRDv2](https://github.com/THUIR/LeCaRDv2) | 3,000 | 739 | MIT release | Graded case relevance |
| Explicit legal rules | 2,200 | 1,498 | Project-original, Apache-2.0 | Fictional rules with programmatically checked answers |
| [LCR-CN](https://doi.org/10.6084/m9.figshare.30315955.v4) | 1,200 | 909 | CC BY 4.0 | Norm conflicts; clause-level and reserved-document panels |
| [eCAIL](https://github.com/ruc-wjyu/IOT-Match) | 400 | 0 | MIT repository release | Ordered matching derived from legal-element overlap |
| [CAPP-130](https://github.com/EnlightenedAI/CAPP-130) | 338 | 54 | CC BY 4.0 data declaration | Policy topics, importance, risk, and closed-set counts |
| [ELAM](https://github.com/ruc-wjyu/IOT-Match) | 0 | 400 | MIT dataset release | Held-out case matching |

## Finance

| Source | Train | Test | Recorded license / terms | Supervision |
|---|---:|---:|---|---|
| [CFLUE](https://github.com/aliyun/cflue) | 8,000 | 1,200 | CC BY-NC-SA 4.0 | Examination answer keys |
| [FinTruthQA](https://huggingface.co/datasets/zyxu12/FinTruthQA) | 6,000 | 900 | Apache-2.0 | Question status, answer relevance and readability |
| Explicit financial rules | 5,000 | 750 | Project-original, CC0-1.0 | Fictional rules with programmatically checked answers |
| [FinRE](https://github.com/thunlp/Chinese_NRE) | 3,000 | 450 | MIT | Directed entity-relation labels |
| [RoleCS (finance)](https://huggingface.co/datasets/DianJin/DianJin-CSC-Data) | 2,000 | 300 | MIT release | Strategy labels in upstream model-generated dialogues |

## Interpretation

The labels measure the source tasks: retrieval relevance, answer-key membership, claim support, and readability are distinct. They are not interchangeable measures of factual correctness or real-world safety. Source transformations and parent identifiers are recorded in the released cases where available. Cross-domain and model-pretraining overlap are not comprehensively established.

	# Source inventory

	[CJ-Dataset](https://huggingface.co/datasets/bbldCVer-hf/CJ-Dataset) · [CJ-Bench](https://huggingface.co/datasets/bbldCVer-hf/CJ-Bench)

	Counts below are retained decisions, not original corpus sizes or independent documents. Train refers to CJ-Dataset; test refers to CJ-Bench. Validation is additional and is counted in each repository's manifest. The profiles record terms found during construction; a repository's code license does not establish a separate data license. Source-specific attribution and use conditions continue to apply.

	## General

	Twenty public sources and a programmatic supplement. ASAP and Dianping sentiment share the `dianping_reviews` family in the benchmark manifest, but are separated here by task.

	\| Source \| Train \| Test \| Recorded license / terms \|
	\|---\|---:\|---:\|---\|
	\| [T2Ranking](https://github.com/THUIR/T2Ranking) \| 2,328,371 \| 7,809 \| Apache-2.0 \|
	\| [ASAP](https://github.com/Meituan-Dianping/asap) \| 1,318,889 \| 14,290 \| Apache-2.0 \|
	\| [Dianping sentiment](https://github.com/zhangxiangxiao/glyph) \| 1,256,330 \| 4,480 \| research-only \|
	\| [JD full reviews](https://github.com/zhangxiangxiao/glyph) \| 973,902 \| 3,329 \| research-only \|
	\| [DMSC](https://www.kaggle.com/datasets/utmhikari/doubanmovieshortcomments) \| 933,902 \| 3,329 \| CC0-1.0 \|
	\| [MEP-3M](https://github.com/ChenDelong1999/MEP-3M) \| 898,261 \| 3,151 \| academic-research-only \|
	\| [ChID](https://github.com/chujiezheng/ChID-Dataset) \| 635,043 \| 3,152 \| Apache-2.0 \|
	\| [CMNLI](https://github.com/CLUEbenchmark/CLUE) \| 587,172 \| 12,112 \| academic-research-only-CNSD-original-terms \|
	\| [Ifeng news](https://github.com/zhangxiangxiao/glyph) \| 504,284 \| 3,151 \| research-only \|
	\| [CPED (text)](https://github.com/scutcyr/CPED) \| 150,465 \| 6,304 \| Apache-2.0 \|
	\| [DuReader Yes/No](https://github.com/baidu/DuReader) \| 130,717 \| 7,632 \| LUGE-noncommercial-research-and-teaching \|
	\| [CMRC2019](https://github.com/ymcui/cmrc2019) \| 93,605 \| 3,048 \| CC-BY-SA-4.0 \|
	\| [OCNLI](https://github.com/CLUEbenchmark/OCNLI) \| 59,158 \| 0 \| CC-BY-NC-2.0 \|
	\| [PAWS-X (Chinese)](https://github.com/google-research-datasets/paws/tree/master/pawsx) \| 45,508 \| 1,970 \| Google-dataset-free-use-with-attribution-request \|
	\| [Classical Poetry Retrieval](https://huggingface.co/datasets/PoetryMTEB/ClassicalPoetryRetrieval) \| 29,796 \| 13,316 \| CC-BY-NC-SA-4.0 \|
	\| [LogiQA 2 (Chinese)](https://github.com/csitfun/LogiQA2.0) \| 11,526 \| 1,573 \| CC-BY-NC-SA-4.0 \|
	\| [C3](https://github.com/nlpdata/c3) \| 11,502 \| 3,152 \| non-commercial-research \|
	\| Explicit general rules \| 10,700 \| 859 \| Project-generated; separate redistribution license not specified \|
	\| [MASSIVE (Chinese)](https://github.com/alexa/massive) \| 10,675 \| 2,966 \| CC-BY-4.0 \|
	\| [ChnSentiCorp](https://github.com/PaddlePaddle/PaddleNLP/blob/develop/paddlenlp/datasets/chnsenticorp.py) \| 7,187 \| 1,177 \| LUGE-noncommercial-research-terms \|
	\| [USTS (TED-X)](https://github.com/yuxiaw/USTS) \| 3,007 \| 3,200 \| MIT \|

	## Medical

	The 30 retained source families are listed below using their provenance IDs. Some families are task subsets rather than whole upstream datasets. `chip_mdcfnpc` and `cmedcausal` use the AlternateCD research subsets; `psyqa` uses public examples. All Score decisions come from `cblue_qtr`. The 44-candidate CTC/CMeIE, 148-candidate TCM-SD, and 120-candidate LCMDC fine-label tasks did not pass the retained input budget; LCMDC's 14-class task remains.

	\| Source family \| Train \| Test \| Recorded license / terms \|
	\|---\|---:\|---:\|---\|
	\| [cblue_qic](https://github.com/CBLUEbenchmark/CBLUE) \| 6,211 \| 1,693 \| Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions \|
	\| [cblue_qqr](https://github.com/CBLUEbenchmark/CBLUE) \| 13,004 \| 1,492 \| Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions \|
	\| [cblue_qtr](https://github.com/CBLUEbenchmark/CBLUE) \| 13,281 \| 2,913 \| Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions \|
	\| [cblue_sts](https://github.com/CBLUEbenchmark/CBLUE) \| 3,558 \| 1,988 \| Verify original Tianchi download/data agreement; repository code Apache-2.0 does not establish dataset permissions \|
	\| [chip_cdn](https://github.com/CBLUEbenchmark/CBLUE) \| 216,891 \| 29,687 \| source dataset terms; code license does not establish separate data license \|
	\| [chip_mdcfnpc](https://github.com/quqxui/quqxui-AlternateCD) \| 27,636 \| 1,926 \| PromptCBLUE academic research only; reformatted author research release \|
	\| [cmb](https://github.com/FreedomIntelligence/CMB) \| 213,190 \| 6,491 \| Apache-2.0 release; retain exam provenance \|
	\| [cmedcausal](https://github.com/quqxui/quqxui-AlternateCD) \| 3,356 \| 1,315 \| PromptCBLUE academic research only; reformatted author research release \|
	\| [cmedqa2](https://github.com/zhangsheng93/cMedQA2) \| 1,486,404 \| 58,100 \| Non-commercial research only; original dataset README \|
	\| [cmeee](https://github.com/CBLUEbenchmark/CBLUE) \| 55,121 \| 9,811 \| source dataset terms; code license does not establish separate data license \|
	\| [cmexam](https://github.com/williamliujl/CMExam) \| 57,588 \| 4,445 \| Apache-2.0 code; README academic/research-only data use \|
	\| [cmid](https://github.com/IMU-MachineLearningSXD/CMID) \| 8,906 \| 1,113 \| Research use per upstream; verify complete data-use statement before use \|
	\| [cnmleqa](https://zenodo.org/records/18951465) \| 3,710 \| 464 \| CC-BY-4.0 \|
	\| [dialmed](https://github.com/f-window/DialMed) \| 17,348 \| 1,072 \| MIT repository; preserve original medical data provenance \|
	\| [dxy](https://github.com/HCPLab-SYSU/Medical_DS) \| 332 \| 100 \| Original research release; independent data license not specified \|
	\| [empec](https://github.com/zhehengluoK/Examinations-for-Medical-PErsonnel-in-Chinese) \| 71,747 \| 2,062 \| Public author release; independent data license not specified \|
	\| [explain_cpe](https://github.com/HITsz-TMG/ExplainCPE) \| 5,817 \| 187 \| Data publicly released for research; no independent LICENSE confirmed \|
	\| [gmd12](https://github.com/lwgkzl/BR-Agent) \| 1,732 \| 238 \| Original research release; independent data license not specified \|
	\| [imcs21](https://github.com/lemuria-wchen/imcs21) \| 129,261 \| 19,306 \| Original research release; independent data license not specified \|
	\| [lcmdc](https://zenodo.org/records/13771008) \| 313,515 \| 27,628 \| CC-BY-4.0 \|
	\| [meddg](https://github.com/lwgkzl/MedDG) \| 165,337 \| 6,634 \| GPL-3.0 repository; independent data license not specified \|
	\| [medical_ds](https://github.com/HCPLab-SYSU/Medical_DS) \| 470 \| 130 \| Original research release; independent data license not specified \|
	\| [medqa_mainland](https://github.com/jind11/MedQA) \| 19,489 \| 2,438 \| MIT repository; preserve original medical examination provenance \|
	\| [medqa_taiwan](https://github.com/jind11/MedQA) \| 9,852 \| 1,316 \| MIT repository; preserve original medical examination provenance \|
	\| [mlec_qa](https://github.com/Judenpech/MLEC-QA) \| 69,902 \| 6,806 \| MIT repository; preserve exam provenance \|
	\| [psy_insight](https://github.com/ckqqqq/Psy-Insight) \| 11,667 \| 974 \| Original research release; independent data license not specified \|
	\| [psyqa](https://github.com/thu-coai/PsyQA) \| 709 \| 89 \| public research examples; complete data requires signed author agreement \|
	\| [remedi](https://github.com/yanguojun123/Medical-Dialogue) \| 22,023 \| 5,161 \| MIT \|
	\| [text2dt](https://github.com/Stardust-hyx/Generative_Text2DT) \| 1,842 \| 585 \| source dataset terms; code license does not establish separate data license \|
	\| [webmedqa](https://github.com/hejunqing/webMedQA) \| 50,101 \| 3,836 \| Repository Apache-2.0; retain original question-answer provenance and data-use terms \|

	## Legal

	\| Source \| Train \| Test \| Recorded license / terms \| Supervision \|
	\|---\|---:\|---:\|---\|---\|
	\| [AppealCase](https://huggingface.co/datasets/ythuang02/AppealCase) \| 8,462 \| 500 \| CC BY-NC 4.0 \| Claim-support states; mixed upstream annotations \|
	\| [ClaimGen-CN](https://huggingface.co/datasets/Josieeee/ClaimGen-CN) \| 8,400 \| 200 \| CC BY-NC-SA 4.0 \| Original cause-of-action classification \|
	\| [LeCaRDv2](https://github.com/THUIR/LeCaRDv2) \| 3,000 \| 739 \| MIT release \| Graded case relevance \|
	\| Explicit legal rules \| 2,200 \| 1,498 \| Project-original, Apache-2.0 \| Fictional rules with programmatically checked answers \|
	\| [LCR-CN](https://doi.org/10.6084/m9.figshare.30315955.v4) \| 1,200 \| 909 \| CC BY 4.0 \| Norm conflicts; clause-level and reserved-document panels \|
	\| [eCAIL](https://github.com/ruc-wjyu/IOT-Match) \| 400 \| 0 \| MIT repository release \| Ordered matching derived from legal-element overlap \|
	\| [CAPP-130](https://github.com/EnlightenedAI/CAPP-130) \| 338 \| 54 \| CC BY 4.0 data declaration \| Policy topics, importance, risk, and closed-set counts \|
	\| [ELAM](https://github.com/ruc-wjyu/IOT-Match) \| 0 \| 400 \| MIT dataset release \| Held-out case matching \|

	## Finance

	\| Source \| Train \| Test \| Recorded license / terms \| Supervision \|
	\|---\|---:\|---:\|---\|---\|
	\| [CFLUE](https://github.com/aliyun/cflue) \| 8,000 \| 1,200 \| CC BY-NC-SA 4.0 \| Examination answer keys \|
	\| [FinTruthQA](https://huggingface.co/datasets/zyxu12/FinTruthQA) \| 6,000 \| 900 \| Apache-2.0 \| Question status, answer relevance and readability \|
	\| Explicit financial rules \| 5,000 \| 750 \| Project-original, CC0-1.0 \| Fictional rules with programmatically checked answers \|
	\| [FinRE](https://github.com/thunlp/Chinese_NRE) \| 3,000 \| 450 \| MIT \| Directed entity-relation labels \|
	\| [RoleCS (finance)](https://huggingface.co/datasets/DianJin/DianJin-CSC-Data) \| 2,000 \| 300 \| MIT release \| Strategy labels in upstream model-generated dialogues \|

	## Interpretation

	The labels measure the source tasks: retrieval relevance, answer-key membership, claim support, and readability are distinct. They are not interchangeable measures of factual correctness or real-world safety. Source transformations and parent identifiers are recorded in the released cases where available. Cross-domain and model-pretraining overlap are not comprehensively established.