OpenCompass/dataset-index.yml
Songyang Zhang aa2b89b6f8
[Update] Add CascadeEvaluator with Data Replica (#2022)
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2025-05-20 16:46:55 +08:00

1116 lines
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YAML

- ifeval:
name: IFEval
category: Instruction Following
paper: https://arxiv.org/pdf/2311.07911
configpath: opencompass/configs/datasets/IFEval/IFEval_gen.py
configpath_llmjudge: ''
- nphard:
name: NPHardEval
category: Reasoning
paper: https://arxiv.org/pdf/2312.14890v2
configpath: opencompass/configs/datasets/NPHardEval/NPHardEval_gen.py
configpath_llmjudge: ''
- pmmeval:
name: PMMEval
category: Language
paper: https://arxiv.org/pdf/2411.09116v1
configpath: opencompass/configs/datasets/PMMEval/pmmeval_gen.py
configpath_llmjudge: ''
- theoremqa:
name: TheroremQA
category: Reasoning
paper: https://arxiv.org/pdf/2305.12524
configpath: opencompass/configs/datasets/TheroremQA/TheoremQA_gen.py
configpath_llmjudge: ''
- agieval:
name: AGIEval
category: Examination
paper: https://arxiv.org/pdf/2304.06364
configpath: opencompass/configs/datasets/agieval/agieval_gen.py
configpath_llmjudge: ''
- babilong:
name: BABILong
category: Long Context
paper: https://arxiv.org/pdf/2406.10149
configpath: opencompass/configs/datasets/babilong
configpath_llmjudge: ''
- bigcodebench:
name: BigCodeBench
category: Code
paper: https://arxiv.org/pdf/2406.15877
configpath: opencompass/configs/datasets/bigcodebench/bigcodebench_gen.py
configpath_llmjudge: ''
- calm:
name: CaLM
category: Reasoning
paper: https://arxiv.org/pdf/2405.00622
configpath: opencompass/configs/datasets/calm/calm.py
configpath_llmjudge: ''
- infinitebench:
name: InfiniteBench (∞Bench)
category: Long Context
paper: https://aclanthology.org/2024.acl-long.814.pdf
configpath: opencompass/configs/datasets/infinitebench/infinitebench.py
configpath_llmjudge: ''
- korbench:
name: KOR-Bench
category: Reasoning
paper: https://arxiv.org/pdf/2410.06526v1
configpath: opencompass/configs/datasets/korbench/korbench_gen.py
configpath_llmjudge: opencompass/configs/datasets/korbench/korbench_llm_judge_gen.py
- lawbench:
name: LawBench
category: Knowledge / Law
paper: https://arxiv.org/pdf/2309.16289
configpath:
- opencompass/configs/datasets/lawbench/lawbench_zero_shot_gen_002588.py
- opencompass/configs/datasets/lawbench/lawbench_one_shot_gen_002588.py
configpath_llmjudge: ''
- leval:
name: L-Eval
category: Long Context
paper: https://arxiv.org/pdf/2307.11088v1
configpath: opencompass/configs/datasets/leval/leval.py
configpath_llmjudge: ''
- livecodebench:
name: LiveCodeBench
category: Code
paper: https://arxiv.org/pdf/2403.07974
configpath: opencompass/configs/datasets/livecodebench/livecodebench_gen.py
configpath_llmjudge: ''
- livemathbench:
name: LiveMathBench
category: Math
paper: https://arxiv.org/pdf/2412.13147
configpath: opencompass/configs/datasets/livemathbench/livemathbench_gen.py
configpath_llmjudge: ''
- livereasonbench:
name: LiveReasonBench
category: Reasoning
paper: ''
configpath: opencompass/configs/datasets/livereasonbench/livereasonbench_gen.py
configpath_llmjudge: ''
- longbench:
name: LongBench
category: Long Context
paper: https://github.com/THUDM/LongBench
configpath:
- opencompass/configs/datasets/longbench/longbench.py
- opencompass/configs/datasets/longbenchv2/longbenchv2_gen.py
configpath_llmjudge: ''
- lveval:
name: LV-Eval
category: Long Context
paper: https://arxiv.org/pdf/2402.05136
configpath: opencompass/configs/datasets/lveval/lveval.py
configpath_llmjudge: ''
- mastermath2024v1:
name: Mastermath2024v1
category: Math
paper: ''
configpath: opencompass/configs/datasets/mastermath2024v1/mastermath2024v1_gen.py
configpath_llmjudge: ''
- matbench:
name: matbench
category: Science / Material
paper: 'https://www.nature.com/articles/s41524-020-00406-3'
configpath: opencompass/configs/datasets/matbench/matbench_gen_f71840.py
configpath_llmjudge: ''
- medbench:
name: MedBench
category: Knowledge / Medicine
paper: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10778138
configpath: opencompass/configs/datasets/MedBench/medbench_gen.py
configpath_llmjudge: ''
- MedCalc_Bench:
name: MedCalc_Bench
category: Knowledge / Medicine
paper: https://arxiv.org/abs/2406.12036
configpath: opencompass/configs/datasets/MedCalc_Bench/MedCalcBench_official_gen_a5155f.py
configpath_llmjudge: ''
- MedXpertQA:
name: MedQA
category: Knowledge / Medicine
paper: https://arxiv.org/abs/2009.13081
configpath: opencompass/configs/datasets/MedQA/MedQA_gen.py
configpath_llmjudge: opencompass/configs/datasets/MedQA/MedQA_llmjudge_gen.py
- MedXpertQA:
name: MedXpertQA
category: Knowledge / Medicine
paper: https://arxiv.org/abs/2501.18362
configpath: opencompass/configs/datasets/MedXpertQA/MedXpertQA_gen.py
configpath_llmjudge: opencompass/configs/datasets/MedXpertQA/MedXpertQA_llmjudge_gen.py
- ClinicBench:
name: ClinicBench
category: Knowledge / Medicine
paper: https://arxiv.org/abs/2405.00716
configpath: ''
configpath_llmjudge: opencompass/configs/datasets/ClinicBench/ClinicBench_llmjudge_gen.py
- ScienceQA:
name: ScienceQA
category: Knowledge / Medicine
paper: https://arxiv.org/abs/2209.09513
configpath: ''
configpath_llmjudge: opencompass/configs/datasets/ScienceQA/ScienceQA_llmjudge_gen.py
- PubMedQA:
name: PubMedQA
category: Knowledge / Medicine
paper: https://arxiv.org/abs/1909.06146
configpath: ''
configpath_llmjudge: opencompass/configs/datasets/PubMedQA/PubMedQA_llmjudge_gen.py
- musr:
name: MuSR
category: Reasoning
paper: https://arxiv.org/pdf/2310.16049
configpath: opencompass/configs/datasets/musr/musr_gen.py
configpath_llmjudge: opencompass/configs/datasets/musr/musr_llm_judge_gen.py
- needlebench:
name: NeedleBench
category: Long Context
paper: https://arxiv.org/pdf/2407.11963
configpath: opencompass/configs/datasets/needlebench
configpath_llmjudge: ''
- ruler:
name: RULER
category: Long Context
paper: https://arxiv.org/pdf/2404.06654
configpath: opencompass/configs/datasets/ruler
configpath_llmjudge: ''
- alignment:
name: AlignBench
category: Subjective / Alignment
paper: https://arxiv.org/pdf/2311.18743
configpath: opencompass/configs/datasets/subjective/alignbench
configpath_llmjudge: ''
- alpaca:
name: AlpacaEval
category: Subjective / Instruction Following
paper: https://github.com/tatsu-lab/alpaca_eval
configpath: opencompass/configs/datasets/subjective/aplaca_eval
configpath_llmjudge: ''
- arenahard:
name: Arena-Hard
category: Subjective / Chatbot
paper: https://lmsys.org/blog/2024-04-19-arena-hard/
configpath: opencompass/configs/datasets/subjective/arena_hard
configpath_llmjudge: ''
- flames:
name: FLAMES
category: Subjective / Alignment
paper: https://arxiv.org/pdf/2311.06899
configpath: opencompass/configs/datasets/subjective/flames/flames_gen.py
configpath_llmjudge: ''
- fofo:
name: FOFO
category: Subjective / Format Following
paper: https://arxiv.org/pdf/2402.18667
configpath: opencompass/configs/datasets/subjective/fofo
configpath_llmjudge: ''
- followbench:
name: FollowBench
category: Subjective / Instruction Following
paper: https://arxiv.org/pdf/2310.20410
configpath: opencompass/configs/datasets/subjective/followbench
configpath_llmjudge: ''
- hellobench:
name: HelloBench
category: Subjective / Long Context
paper: https://arxiv.org/pdf/2409.16191
configpath: opencompass/configs/datasets/subjective/hellobench
configpath_llmjudge: ''
- judgerbench:
name: JudgerBench
category: Subjective / Long Context
paper: https://arxiv.org/pdf/2410.16256
configpath: opencompass/configs/datasets/subjective/judgerbench
configpath_llmjudge: ''
- multiround:
name: MT-Bench-101
category: Subjective / Multi-Round
paper: https://arxiv.org/pdf/2402.14762
configpath: opencompass/configs/datasets/subjective/multiround
configpath_llmjudge: ''
- wildbench:
name: WildBench
category: Subjective / Real Task
paper: https://arxiv.org/pdf/2406.04770
configpath: opencompass/configs/datasets/subjective/wildbench
configpath_llmjudge: ''
- teval:
name: T-Eval
category: Tool Utilization
paper: https://arxiv.org/pdf/2312.14033
configpath:
- opencompass/configs/datasets/teval/teval_en_gen.py
- opencompass/configs/datasets/teval/teval_zh_gen.py
configpath_llmjudge: ''
- finalceiq:
name: FinanceIQ
category: Knowledge / Finance
paper: https://github.com/Duxiaoman-DI/XuanYuan/tree/main/FinanceIQ
configpath: opencompass/configs/datasets/FinanceIQ/FinanceIQ_gen.py
configpath_llmjudge: ''
- gaokaobench:
name: GAOKAOBench
category: Examination
paper: https://arxiv.org/pdf/2305.12474
configpath: opencompass/configs/datasets/GaokaoBench/GaokaoBench_gen.py
configpath_llmjudge: ''
- lcbench:
name: LCBench
category: Code
paper: https://github.com/open-compass/CodeBench/
configpath: opencompass/configs/datasets/LCBench/lcbench_gen.py
configpath_llmjudge: ''
- MMLUArabic:
name: ArabicMMLU
category: Language
paper: https://arxiv.org/pdf/2402.12840
configpath: opencompass/configs/datasets/MMLUArabic/MMLUArabic_gen.py
configpath_llmjudge: ''
- OpenFinData:
name: OpenFinData
category: Knowledge / Finance
paper: https://github.com/open-compass/OpenFinData
configpath: opencompass/configs/datasets/OpenFinData/OpenFinData_gen.py
configpath_llmjudge: ''
- QuALITY:
name: QuALITY
category: Long Context
paper: https://arxiv.org/pdf/2112.08608
configpath: opencompass/configs/datasets/QuALITY/QuALITY_gen.py
configpath_llmjudge: ''
- advglue:
name: Adversarial GLUE
category: Safety
paper: https://openreview.net/pdf?id=GF9cSKI3A_q
configpath:
- opencompass/configs/datasets/adv_glue/adv_glue_mnli/adv_glue_mnli_gen.py
- opencompass/configs/datasets/adv_glue/adv_glue_mnli_mm/adv_glue_mnli_mm_gen.py
- opencompass/configs/datasets/adv_glue/adv_glue_mnli_qnli/adv_glue_qnli_gen.py
- opencompass/configs/datasets/adv_glue/adv_glue_mnli_qqp/adv_glue_qqp_gen.py
- opencompass/configs/datasets/adv_glue/adv_glue_mnli_rte/adv_glue_rte_gen.py
- opencompass/configs/datasets/adv_glue/adv_glue_mnli_sst2/adv_glue_sst2_gen.py
configpath_llmjudge: ''
- afqmcd:
name: CLUE / AFQMC
category: Language
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_afqmc/CLUE_afqmc_gen.py
configpath_llmjudge: ''
- aime2024:
name: AIME2024
category: Examination
paper: https://huggingface.co/datasets/Maxwell-Jia/AIME_2024
configpath: opencompass/configs/datasets/aime2024/aime2024_gen.py
configpath_llmjudge: opencompass/configs/datasets/aime2024/aime2024_llmjudge_gen.py
- anli:
name: Adversarial NLI
category: Reasoning
paper: https://arxiv.org/pdf/1910.14599v2
configpath: opencompass/configs/datasets/anli/anli_gen.py
configpath_llmjudge: ''
- anthropics_evals:
name: Anthropics Evals
category: Safety
paper: https://arxiv.org/pdf/2212.09251
configpath:
- opencompass/configs/datasets/anthropics_evals/airisk_gen.py
- opencompass/configs/datasets/anthropics_evals/persona_gen.py
- opencompass/configs/datasets/anthropics_evals/sycophancy_gen.py
configpath_llmjudge: ''
- apps:
name: APPS
category: Code
paper: https://arxiv.org/pdf/2105.09938
configpath:
- opencompass/configs/datasets/apps/apps_gen.py
- opencompass/configs/datasets/apps/apps_mini_gen.py
configpath_llmjudge: ''
- arc:
name: ARC
category: Reasoning
paper: https://arxiv.org/pdf/1803.05457
configpath:
- opencompass/configs/datasets/ARC_c/ARC_c_gen.py
- opencompass/configs/datasets/ARC_e/ARC_e_gen.py
configpath_llmjudge: ''
- arc_prize_public_eval:
name: ARC Prize
category: ARC-AGI
paper: https://arcprize.org/guide#private
configpath: opencompass/configs/datasets/ARC_Prize_Public_Evaluation/arc_prize_public_evaluation_gen.py
configpath_llmjudge: ''
- ax:
name: SuperGLUE / AX
category: Reasoning
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath:
- opencompass/configs/datasets/SuperGLUE_AX_b/SuperGLUE_AX_b_gen.py
- opencompass/configs/datasets/SuperGLUE_AX_g/SuperGLUE_AX_g_gen.py
configpath_llmjudge: ''
- bbh:
name: BIG-Bench Hard
category: Reasoning
paper: https://arxiv.org/pdf/2210.09261
configpath: opencompass/configs/datasets/bbh/bbh_gen.py
configpath_llmjudge: opencompass/configs/datasets/bbh/bbh_llm_judge_gen.py
- bbeh:
name: BIG-Bench Extra Hard
category: Reasoning
paper: https://arxiv.org/abs/2502.19187
configpath: opencompass/configs/datasets/bbeh
configpath_llmjudge: ''
- BoolQ:
name: SuperGLUE / BoolQ
category: Knowledge
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_BoolQ/SuperGLUE_BoolQ_gen.py
configpath_llmjudge: ''
- c3:
name: CLUE / C3 (C³)
category: Understanding
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_C3/CLUE_C3_gen.py
configpath_llmjudge: ''
- CARDBiomedBench:
name: CARDBiomedBench
category: Knowledge / Medicine
paper: https://www.biorxiv.org/content/10.1101/2025.01.15.633272v1
configpath: opencompass/configs/datasets/CARDBiomedBench
configpath_llmjudge: 'opencompass/configs/datasets/CARDBiomedBench/CARDBiomedBench_llmjudge_gen_99a231.py'
- cb:
name: SuperGLUE / CB
category: Reasoning
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_CB/SuperGLUE_CB_gen.py
configpath_llmjudge: ''
- ceval:
name: C-EVAL
category: Examination
paper: https://arxiv.org/pdf/2305.08322v1
configpath: opencompass/configs/datasets/ceval/ceval_gen.py
configpath_llmjudge: ''
- charm:
name: CHARM
category: Reasoning
paper: https://arxiv.org/pdf/2403.14112
configpath: opencompass/configs/datasets/CHARM/charm_reason_gen.py
configpath_llmjudge: ''
- chembench:
name: ChemBench
category: Knowledge / Chemistry
paper: https://arxiv.org/pdf/2404.01475
configpath: opencompass/configs/datasets/ChemBench/ChemBench_gen.py
configpath_llmjudge: ''
- chid:
name: FewCLUE / CHID
category: Language
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_chid/FewCLUE_chid_gen.py
configpath_llmjudge: ''
- chinese_simpleqa:
name: Chinese SimpleQA
category: Knowledge
paper: https://arxiv.org/pdf/2411.07140
configpath: opencompass/configs/datasets/chinese_simpleqa/chinese_simpleqa_gen.py
configpath_llmjudge: ''
- cibench:
name: CIBench
category: Code
paper: https://www.arxiv.org/pdf/2407.10499
configpath:
- opencompass/configs/datasets/CIBench/CIBench_generation_gen_8ab0dc.py
- opencompass/configs/datasets/CIBench/CIBench_template_gen_e6b12a.py
- opencompass/configs/datasets/CIBench/CIBench_template_oracle_gen_fecda1.py
configpath_llmjudge: ''
- civilcomments:
name: CivilComments
category: Safety
paper: https://arxiv.org/pdf/1903.04561
configpath: opencompass/configs/datasets/civilcomments/civilcomments_clp.py
configpath_llmjudge: ''
- clozeTest_maxmin:
name: Cloze Test-max/min
category: Code
paper: https://arxiv.org/pdf/2102.04664
configpath: opencompass/configs/datasets/clozeTest_maxmin/clozeTest_maxmin_gen.py
configpath_llmjudge: ''
- cluewsc:
name: FewCLUE / CLUEWSC
category: Language / WSC
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_cluewsc/FewCLUE_cluewsc_gen.py
configpath_llmjudge: ''
- cmb:
name: CMB
category: Knowledge / Medicine
paper: https://arxiv.org/pdf/2308.08833
configpath: opencompass/configs/datasets/cmb/cmb_gen.py
configpath_llmjudge: ''
- cmmlu:
name: CMMLU
category: Understanding
paper: https://arxiv.org/pdf/2306.09212
configpath: opencompass/configs/datasets/cmmlu/cmmlu_gen.py
configpath_llmjudge: opencompass/configs/datasets/cmmlu/cmmlu_llm_judge_gen.py
- cmnli:
name: CLUE / CMNLI
category: Reasoning
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_cmnli/CLUE_cmnli_gen.py
configpath_llmjudge: ''
- cmo_fib:
name: cmo_fib
category: Examination
paper: ''
configpath: opencompass/configs/datasets/cmo_fib/cmo_fib_gen.py
configpath_llmjudge: ''
- cmrc:
name: CLUE / CMRC
category: Understanding
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_CMRC/CLUE_CMRC_gen.py
configpath_llmjudge: ''
- commonsenseqa:
name: CommonSenseQA
category: Knowledge
paper: https://arxiv.org/pdf/1811.00937v2
configpath: opencompass/configs/datasets/commonsenseqa/commonsenseqa_gen.py
configpath_llmjudge: ''
- commonsenseqa_cn:
name: CommonSenseQA-CN
category: Knowledge
paper: ''
configpath: opencompass/configs/datasets/commonsenseqa_cn/commonsenseqacn_gen.py
configpath_llmjudge: ''
- copa:
name: SuperGLUE / COPA
category: Reasoning
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_COPA/SuperGLUE_COPA_gen.py
configpath_llmjudge: ''
- crowspairs:
name: CrowsPairs
category: Safety
paper: https://arxiv.org/pdf/2010.00133
configpath: opencompass/configs/datasets/crowspairs/crowspairs_gen.py
configpath_llmjudge: ''
- crowspairs_cn:
name: CrowsPairs-CN
category: Safety
paper: ''
configpath: opencompass/configs/datasets/crowspairs_cn/crowspairscn_gen.py
configpath_llmjudge: ''
- cvalues:
name: CVALUES
category: Safety
paper: http://xdp-expriment.oss-cn-zhangjiakou.aliyuncs.com/shanqi.xgh/release_github/CValues.pdf
configpath: opencompass/configs/datasets/cvalues/cvalues_responsibility_gen.py
configpath_llmjudge: ''
- drcd:
name: CLUE / DRCD
category: Understanding
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_DRCD/CLUE_DRCD_gen.py
configpath_llmjudge: ''
- drop:
name: DROP (DROP Simple Eval)
category: Understanding
paper: https://arxiv.org/pdf/1903.00161
configpath: opencompass/configs/datasets/drop/drop_gen.py
configpath_llmjudge: opencompass/configs/datasets/drop/drop_llm_judge_gen.py
- ds1000:
name: DS-1000
category: Code
paper: https://arxiv.org/pdf/2211.11501
configpath:
- opencompass/configs/datasets/ds1000/ds1000_gen_5c4bec.py
configpath_llmjudge: ''
- eprstmt:
name: FewCLUE / EPRSTMT
category: Understanding
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_eprstmt/FewCLUE_eprstmt_gen.py
configpath_llmjudge: ''
- flores:
name: Flores
category: Language
paper: https://aclanthology.org/D19-1632.pdf
configpath: opencompass/configs/datasets/flores/flores_gen.py
configpath_llmjudge: ''
- game24:
name: Game24
category: Math
paper: https://huggingface.co/datasets/nlile/24-game
configpath: opencompass/configs/datasets/game24/game24_gen.py
configpath_llmjudge: ''
- govrepcrs:
name: Government Report Dataset
category: Long Context
paper: https://aclanthology.org/2021.naacl-main.112.pdf
configpath: opencompass/configs/datasets/govrepcrs/govrepcrs_gen.py
configpath_llmjudge: ''
- gpqa:
name: GPQA
category: Knowledge
paper: https://arxiv.org/pdf/2311.12022v1
configpath: opencompass/configs/datasets/gpqa/gpqa_gen.py
configpath_llmjudge: opencompass/configs/datasets/gpqa/gpqa_llm_judge_gen.py
- gsm8k:
name: GSM8K
category: Math
paper: https://arxiv.org/pdf/2110.14168v2
configpath: opencompass/configs/datasets/gsm8k/gsm8k_gen.py
configpath_llmjudge: ''
- gsm_hard:
name: GSM-Hard
category: Math
paper: https://proceedings.mlr.press/v202/gao23f/gao23f.pdf
configpath: opencompass/configs/datasets/gsm_hard/gsmhard_gen.py
configpath_llmjudge: ''
- hle:
name: HLE(Humanity's Last Exam)
category: Reasoning
paper: https://lastexam.ai/paper
configpath: opencompass/configs/datasets/HLE/hle_gen.py
configpath_llmjudge: ''
- hellaswag:
name: HellaSwag
category: Reasoning
paper: https://arxiv.org/pdf/1905.07830
configpath: opencompass/configs/datasets/hellaswag/hellaswag_gen.py
configpath_llmjudge: opencompass/configs/datasets/hellaswag/hellaswag_llm_judge_gen.py
- humaneval:
name: HumanEval
category: Code
paper: https://arxiv.org/pdf/2107.03374v2
configpath: opencompass/configs/datasets/humaneval/humaneval_gen.py
configpath_llmjudge: ''
- humaneval_cn:
name: HumanEval-CN
category: Code
paper: ''
configpath: opencompass/configs/datasets/humaneval_cn/humaneval_cn_gen.py
configpath_llmjudge: ''
- humaneval_multi:
name: Multi-HumanEval
category: Code
paper: https://arxiv.org/pdf/2210.14868
configpath: opencompass/configs/datasets/humaneval_multi/humaneval_multi_gen.py
configpath_llmjudge: ''
- humaneval_multi:
name: HumanEval+
category: Code
paper: https://arxiv.org/pdf/2305.01210
configpath: opencompass/configs/datasets/humaneval_plus/humaneval_plus_gen.py
configpath_llmjudge: ''
- humanevalx:
name: HumanEval-X
category: Code
paper: https://dl.acm.org/doi/pdf/10.1145/3580305.3599790
configpath: opencompass/configs/datasets/humanevalx/humanevalx_gen.py
configpath_llmjudge: ''
- humaneval_pro:
name: HumanEval Pro
category: Code
paper: https://arxiv.org/abs/2412.21199
configpath: opencompass/configs/datasets/humaneval_pro/humaneval_pro_gen.py
configpath_llmjudge: ''
- hungarian_math:
name: Hungarian_Math
category: Math
paper: https://huggingface.co/datasets/keirp/hungarian_national_hs_finals_exam
configpath: opencompass/configs/datasets/hungarian_exam/hungarian_exam_gen.py
configpath_llmjudge: ''
- iwslt2017:
name: IWSLT2017
category: Language
paper: https://cris.fbk.eu/bitstream/11582/312796/1/iwslt17-overview.pdf
configpath: opencompass/configs/datasets/iwslt2017/iwslt2017_gen.py
configpath_llmjudge: ''
- jigsawmultilingual:
name: JigsawMultilingual
category: Safety
paper: https://www.kaggle.com/competitions/jigsaw-multilingual-toxic-comment-classification/data
configpath: opencompass/configs/datasets/jigsawmultilingual/jigsawmultilingual_clp.py
configpath_llmjudge: ''
- lambada:
name: LAMBADA
category: Understanding
paper: https://arxiv.org/pdf/1606.06031
configpath: opencompass/configs/datasets/lambada/lambada_gen.py
configpath_llmjudge: ''
- lcsts:
name: LCSTS
category: Understanding
paper: https://aclanthology.org/D15-1229.pdf
configpath: opencompass/configs/datasets/lcsts/lcsts_gen.py
configpath_llmjudge: ''
- livestembench:
name: LiveStemBench
category: ''
paper: ''
configpath: opencompass/configs/datasets/livestembench/livestembench_gen.py
configpath_llmjudge: ''
- llm_compression:
name: LLM Compression
category: Bits Per Character (BPC)
paper: https://arxiv.org/pdf/2404.09937
configpath: opencompass/configs/datasets/llm_compression/llm_compression.py
configpath_llmjudge: ''
- math:
name: MATH
category: Math
paper: https://arxiv.org/pdf/2103.03874
configpath: opencompass/configs/datasets/math/math_gen.py
configpath_llmjudge: opencompass/configs/datasets/math/math_llm_judge_gen.py
- math500:
name: MATH500
category: Math
paper: https://github.com/openai/prm800k
configpath: opencompass/configs/datasets/math/math_prm800k_500_gen.py
configpath_llmjudge: opencompass/configs/datasets/math/math_prm800k_500_llm_judge_gen.py
- math401:
name: MATH 401
category: Math
paper: https://arxiv.org/pdf/2304.02015
configpath: opencompass/configs/datasets/math401/math401_gen.py
configpath_llmjudge: ''
- mathbench:
name: MathBench
category: Math
paper: https://arxiv.org/pdf/2405.12209
configpath: opencompass/configs/datasets/mathbench/mathbench_gen.py
configpath_llmjudge: ''
- mbpp:
name: MBPP
category: Code
paper: https://arxiv.org/pdf/2108.07732
configpath: opencompass/configs/datasets/mbpp/mbpp_gen.py
configpath_llmjudge: ''
- mbpp_cn:
name: MBPP-CN
category: Code
paper: ''
configpath: opencompass/configs/datasets/mbpp_cn/mbpp_cn_gen.py
configpath_llmjudge: ''
- mbpp_plus:
name: MBPP-PLUS
category: Code
paper: ''
configpath: opencompass/configs/datasets/mbpp_plus/mbpp_plus_gen.py
configpath_llmjudge: ''
- mbpp_pro:
name: MBPP Pro
category: Code
paper: https://arxiv.org/abs/2412.21199
configpath: opencompass/configs/datasets/mbpp_pro/mbpp_pro_gen.py
configpath_llmjudge: ''
- mgsm:
name: MGSM
category: Language / Math
paper: https://arxiv.org/pdf/2210.03057
configpath: opencompass/configs/datasets/mgsm/mgsm_gen.py
configpath_llmjudge: ''
- mmlu:
name: MMLU
category: Understanding
paper: https://arxiv.org/pdf/2009.03300
configpath: opencompass/configs/datasets/mmlu/mmlu_gen.py
configpath_llmjudge: opencompass/configs/datasets/mmlu/mmlu_llm_judge_gen.py
- SciEval:
name: SciEval
category: Understanding
paper: https://arxiv.org/pdf/2308.13149
configpath: opencompass/configs/datasets/SciEval/SciEval_gen.py
configpath_llmjudge: opencompass/configs/datasets/SciEval/SciEval_llm_judge_gen.py
- mmlu_cf:
name: MMLU-CF
category: Understanding
paper: https://arxiv.org/pdf/2412.15194
configpath: opencompass/configs/datasets/mmlu_cf/mmlu_cf_gen.py
configpath_llmjudge: ''
- mmlu_pro:
name: MMLU-Pro
category: Understanding
paper: https://arxiv.org/pdf/2406.01574
configpath: opencompass/configs/datasets/mmlu_pro/mmlu_pro_gen.py
configpath_llmjudge: opencompass/configs/datasets/mmlu_pro/mmlu_pro_llm_judge_gen.py
- mmmlu:
name: MMMLU
category: Language / Understanding
paper: https://huggingface.co/datasets/openai/MMMLU
configpath:
- opencompass/configs/datasets/mmmlu/mmmlu_gen.py
- opencompass/configs/datasets/mmmlu_lite/mmmlu_lite_gen.py
configpath_llmjudge: ''
- multirc:
name: SuperGLUE / MultiRC
category: Understanding
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_MultiRC/SuperGLUE_MultiRC_gen.py
configpath_llmjudge: ''
- multipl_e:
name: MultiPL-E
category: Code
paper: https://arxiv.org/pdf/2210.14868
configpath: opencompass/configs/datasets/multipl_e
configpath_llmjudge: ''
- narrativeqa:
name: NarrativeQA
category: Understanding
paper: https://github.com/google-deepmind/narrativeqa
configpath: opencompass/configs/datasets/narrativeqa/narrativeqa_gen.py
configpath_llmjudge: ''
- natural_question:
name: NaturalQuestions
category: Knowledge
paper: https://github.com/google-research-datasets/natural-questions
configpath: opencompass/configs/datasets/nq/nq_gen.py
configpath_llmjudge: ''
- natural_question_cn:
name: NaturalQuestions-CN
category: Knowledge
paper: ''
configpath: opencompass/configs/datasets/nq_cn/nqcn_gen.py
configpath_llmjudge: ''
- obqa:
name: OpenBookQA
category: Knowledge
paper: https://arxiv.org/pdf/1809.02789v1
configpath: opencompass/configs/datasets/obqa/obqa_gen.py
configpath_llmjudge: ''
- olymmath:
name: OlymMATH
category: Math
paper: https://arxiv.org/abs/2503.21380
configpath: ''
configpath_llmjudge: opencompass/configs/datasets/OlymMATH/olymmath_llm_judeg_gen.py
- piqa:
name: OpenBookQA
category: Knowledge / Physics
paper: https://arxiv.org/pdf/1911.11641v1
configpath: opencompass/configs/datasets/piqa/piqa_gen.py
configpath_llmjudge: ''
- ProteinLMBench:
name: ProteinLMBench
category: Knowledge / Biology (Protein)
paper: https://arxiv.org/abs/2406.05540
configpath: opencompass/configs/datasets/ProteinLMBench/ProteinLMBench_gen.py
configpath_llmjudge: opencompass/configs/datasets/ProteinLMBench/ProteinLMBench_llmjudge_gen.py
- py150:
name: py150
category: Code
paper: https://github.com/microsoft/CodeXGLUE/tree/main/Code-Code/CodeCompletion-line
configpath: opencompass/configs/datasets/py150/py150_gen.py
configpath_llmjudge: ''
- qasper:
name: Qasper
category: Long Context
paper: https://arxiv.org/pdf/2105.03011
configpath: opencompass/configs/datasets/qasper/qasper_gen.py
configpath_llmjudge: ''
- qaspercut:
name: Qasper-Cut
category: Long Context
paper: ''
configpath: opencompass/configs/datasets/qaspercut/qaspercut_gen.py
configpath_llmjudge: ''
- race:
name: RACE
category: Examination
paper: https://arxiv.org/pdf/1704.04683
configpath: opencompass/configs/datasets/race/race_gen.py
configpath_llmjudge: ''
- realtoxicprompts:
name: RealToxicPrompts
category: Safety
paper: https://arxiv.org/pdf/2009.11462
configpath: opencompass/configs/datasets/realtoxicprompts/realtoxicprompts_gen.py
configpath_llmjudge: ''
- record:
name: SuperGLUE / ReCoRD
category: Understanding
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_ReCoRD/SuperGLUE_ReCoRD_gen.py
configpath_llmjudge: ''
- rte:
name: SuperGLUE / RTE
category: Reasoning
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_RTE/SuperGLUE_RTE_gen.py
configpath_llmjudge: ''
- ocnli:
name: CLUE / OCNLI
category: Reasoning
paper: https://arxiv.org/pdf/2004.05986
configpath: opencompass/configs/datasets/CLUE_ocnli/CLUE_ocnli_gen.py
configpath_llmjudge: ''
- ocnlifc:
name: FewCLUE / OCNLI-FC
category: Reasoning
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_ocnli_fc/FewCLUE_ocnli_fc_gen.py
configpath_llmjudge: ''
- rolebench:
name: RoleBench
category: Role Play
paper: https://arxiv.org/pdf/2310.00746
configpath: opencompass/configs/datasets/rolebench
configpath_llmjudge: ''
- s3eval:
name: S3Eval
category: Long Context
paper: https://aclanthology.org/2024.naacl-long.69.pdf
configpath: opencompass/configs/datasets/s3eval/s3eval_gen.py
configpath_llmjudge: ''
- scibench:
name: SciBench
category: Reasoning
paper: https://sxkdz.github.io/files/publications/ICML/SciBench/SciBench.pdf
configpath: opencompass/configs/datasets/scibench/scibench_gen.py
configpath_llmjudge: ''
- scicode:
name: SciCode
category: Code
paper: https://arxiv.org/pdf/2407.13168
configpath: opencompass/configs/datasets/scicode/scicode_gen.py
configpath_llmjudge: ''
- simpleqa:
name: SimpleQA
category: Knowledge
paper: https://arxiv.org/pdf/2411.04368
configpath: opencompass/configs/datasets/SimpleQA/simpleqa_gen.py
configpath_llmjudge: ''
- siqa:
name: SocialIQA
category: Reasoning
paper: https://arxiv.org/pdf/1904.09728
configpath: opencompass/configs/datasets/siqa/siqa_gen.py
configpath_llmjudge: ''
- squad20:
name: SQuAD2.0
category: Understanding
paper: https://arxiv.org/pdf/1806.03822
configpath: opencompass/configs/datasets/squad20/squad20_gen.py
configpath_llmjudge: ''
- storycloze:
name: StoryCloze
category: Reasoning
paper: https://aclanthology.org/2022.emnlp-main.616.pdf
configpath: opencompass/configs/datasets/storycloze/storycloze_gen.py
configpath_llmjudge: ''
- strategyqa:
name: StrategyQA
category: Reasoning
paper: https://arxiv.org/pdf/2101.02235
configpath: opencompass/configs/datasets/strategyqa/strategyqa_gen.py
configpath_llmjudge: ''
- summedits:
name: SummEdits
category: Language
paper: https://aclanthology.org/2023.emnlp-main.600.pdf
configpath: opencompass/configs/datasets/summedits/summedits_gen.py
configpath_llmjudge: ''
- summscreen:
name: SummScreen
category: Understanding
paper: https://arxiv.org/pdf/2104.07091v1
configpath: opencompass/configs/datasets/summscreen/summscreen_gen.py
configpath_llmjudge: ''
- svamp:
name: SVAMP
category: Math
paper: https://aclanthology.org/2021.naacl-main.168.pdf
configpath: opencompass/configs/datasets/SVAMP/svamp_gen.py
configpath_llmjudge: ''
- tabmwp:
name: TabMWP
category: Math / Table
paper: https://arxiv.org/pdf/2209.14610
configpath: opencompass/configs/datasets/TabMWP/TabMWP_gen.py
configpath_llmjudge: ''
- taco:
name: TACO
category: Code
paper: https://arxiv.org/pdf/2312.14852
configpath: opencompass/configs/datasets/taco/taco_gen.py
configpath_llmjudge: ''
- tnews:
name: FewCLUE / TNEWS
category: Understanding
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_tnews/FewCLUE_tnews_gen.py
configpath_llmjudge: ''
- bustm:
name: FewCLUE / BUSTM
category: Reasoning
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_bustm/FewCLUE_bustm_gen.py
configpath_llmjudge: ''
- csl:
name: FewCLUE / CSL
category: Understanding
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_csl/FewCLUE_csl_gen.py
configpath_llmjudge: ''
- ocnli_fc:
name: FewCLUE / OCNLI-FC
category: Reasoning
paper: https://arxiv.org/pdf/2107.07498
configpath: opencompass/configs/datasets/FewCLUE_ocnli_fc
configpath_llmjudge: ''
- triviaqa:
name: TriviaQA
category: Knowledge
paper: https://arxiv.org/pdf/1705.03551v2
configpath: opencompass/configs/datasets/triviaqa/triviaqa_gen.py
configpath_llmjudge: ''
- triviaqarc:
name: TriviaQA-RC
category: Knowledge / Understanding
paper: ''
configpath: opencompass/configs/datasets/triviaqarc/triviaqarc_gen.py
configpath_llmjudge: ''
- truthfulqa:
name: TruthfulQA
category: Safety
paper: https://arxiv.org/pdf/2109.07958v2
configpath: opencompass/configs/datasets/truthfulqa/truthfulqa_gen.py
configpath_llmjudge: ''
- tydiqa:
name: TyDi-QA
category: Language
paper: https://storage.googleapis.com/tydiqa/tydiqa.pdf
configpath: opencompass/configs/datasets/tydiqa/tydiqa_gen.py
configpath_llmjudge: ''
- wic:
name: SuperGLUE / WiC
category: Language
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_WiC/SuperGLUE_WiC_gen.py
configpath_llmjudge: ''
- wsc:
name: SuperGLUE / WSC
category: Language / WSC
paper: https://proceedings.neurips.cc/paper_files/paper/2019/file/4496bf24afe7fab6f046bf4923da8de6-Paper.pdf
configpath: opencompass/configs/datasets/SuperGLUE_WSC/SuperGLUE_WSC_gen.py
configpath_llmjudge: ''
- winogrande:
name: WinoGrande
category: Language / WSC
paper: https://arxiv.org/pdf/1907.10641v2
configpath: opencompass/configs/datasets/winogrande/winogrande_gen.py
configpath_llmjudge: ''
- xcopa:
name: XCOPA
category: Language
paper: https://arxiv.org/pdf/2005.00333
configpath: opencompass/configs/datasets/XCOPA/XCOPA_ppl.py
configpath_llmjudge: ''
- xiezhi:
name: Xiezhi
category: Knowledge
paper: https://arxiv.org/pdf/2306.05783
configpath: opencompass/configs/datasets/xiezhi/xiezhi_gen.py
configpath_llmjudge: ''
- xlsum:
name: XLSum
category: Understanding
paper: https://arxiv.org/pdf/2106.13822v1
configpath: opencompass/configs/datasets/XLSum/XLSum_gen.py
configpath_llmjudge: ''
- xsum:
name: Xsum
category: Understanding
paper: https://arxiv.org/pdf/1808.08745
configpath: opencompass/configs/datasets/Xsum/Xsum_gen.py
configpath_llmjudge: ''
- cola:
name: GLUE / CoLA
category: Understanding
paper: https://arxiv.org/pdf/1804.07461
configpath: opencompass/configs/datasets/GLUE_CoLA/GLUE_CoLA_ppl.py
configpath_llmjudge: ''
- mprc:
name: GLUE / MPRC
category: Understanding
paper: https://arxiv.org/pdf/1804.07461
configpath: opencompass/configs/datasets/GLUE_MRPC/GLUE_MRPC_ppl.py
configpath_llmjudge: ''
- qqp:
name: GLUE / QQP
category: Understanding
paper: https://arxiv.org/pdf/1804.07461
configpath: opencompass/configs/datasets/GLUE_QQP/GLUE_QQP_ppl.py
configpath_llmjudge: ''
- omni_math:
name: Omni-MATH
category: Math
paper: https://omni-math.github.io/
configpath: opencompass/configs/datasets/omni_math/omni_math_gen.py
configpath_llmjudge: ''
- wikibench:
name: WikiBench
category: Knowledge
paper: ''
configpath: opencompass/configs/datasets/wikibench/wikibench_gen.py
configpath_llmjudge: ''
- supergpqa:
name: SuperGPQA
category: Knowledge
paper: https://arxiv.org/pdf/2502.14739
configpath: opencompass/configs/datasets/supergpqa
configpath_llmjudge: ''
- climaqa:
name: ClimaQA
category: Science
paper: https://arxiv.org/pdf/2410.16701
configpath: ''
configpath_llmjudge:
- opencompass/configs/datasets/ClimaQA/ClimaQA_Gold_llm_judge.py
- opencompass/configs/datasets/ClimaQA/ClimaQA_Silver_llm_judge.py
- physics:
name: PHYSICS
category: Science
paper: https://arxiv.org/pdf/2503.21821
configpath: ''
configpath_llmjudge: opencompass/configs/datasets/PHYSICS/PHYSICS_llm_judge_gen_a133a2.py
- smolinstruct:
name: SmolInstruct
category: Science /Chemistry
paper: https://arxiv.org/pdf/2402.09391
configpath: opencompass/configs/datasets/SmolInstruct/smolinstruct_gen.py
configpath_llmjudge: ''
- SciKnowEval:
name: SciKnowEval
category: Science
paper: https://arxiv.org/abs/2406.09098
configpath: opencompass/configs/datasets/SciKnowEval/SciKnowEval_gen_ebe47d.py
configpath_llmjudge: opencompass/configs/datasets/SciKnowEval/SciKnowEval_llmjudge_gen_ebe47d.py
- internsandbox:
name: InternSandbox
category: Reasoning/Code/Agent
paper: ''
configpath: opencompass/configs/datasets/internsandbox/internsandbox_gen_44b982.py
configpath_llmjudge: ''
- nejmaibench:
name: nejmaibench
category: Science /Medicine
paper: https://arxiv.org/pdf/2308.04709
configpath: opencompass/configs/datasets/nejm_ai_benchmark/nejmaibench_gen.py
configpath_llmjudge: opencompass/configs/datasets/nejm_ai_benchmark/nejmaibench_llmjudge_gen.py
- medbullets:
name: Medbullets
category: Science /Medicine
paper: https://arxiv.org/pdf/2402.18060
configpath: opencompass/configs/datasets/Medbullets/medbullets_gen.py
configpath_llmjudge: opencompass/configs/datasets/Medbullets/medbullets_llmjudge_gen.py
- medmcqa:
name: medmcqa
category: Science /Medicine
paper: https://arxiv.org/pdf/2203.14371
configpath: opencompass/configs/datasets/medmcqa/medmcqa_gen.py
configpath_llmjudge: opencompass/configs/datasets/medmcqa/medmcqa_llmjudge_gen.py