{"id":"https://openalex.org/W4405022053","doi":"https://doi.org/10.26599/bdma.2024.9020044","title":"MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models","display_name":"MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4405022053","doi":"https://doi.org/10.26599/bdma.2024.9020044"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2024.9020044","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020044","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2024.9020044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058203667","display_name":"Mianxin Liu","orcid":"https://orcid.org/0000-0001-5171-778X"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mianxin Liu","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049709632","display_name":"Weiguo Hu","orcid":"https://orcid.org/0000-0001-7420-6640"},"institutions":[{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Hu","raw_affiliation_strings":["Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025"],"affiliations":[{"raw_affiliation_string":"Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100570587","display_name":"Jinru Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinru Ding","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073880393","display_name":"Jie Xu","orcid":"https://orcid.org/0000-0001-5311-4704"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087271324","display_name":"Xiaoyang Li","orcid":"https://orcid.org/0000-0002-7418-4506"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyang Li","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103056027","display_name":"Lifeng Zhu","orcid":"https://orcid.org/0000-0002-9231-2786"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifeng Zhu","raw_affiliation_strings":["Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025"],"affiliations":[{"raw_affiliation_string":"Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102566421","display_name":"Zhian Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhian Bai","raw_affiliation_strings":["Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025"],"affiliations":[{"raw_affiliation_string":"Ruijin Hospital Affiliated to Shanghai Jiao Tong University, School of Medicine,Shanghai,China,200025","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018955823","display_name":"Xiaoming Shi","orcid":"https://orcid.org/0000-0002-7071-571X"},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Shi","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057282504","display_name":"Benyou Wang","orcid":"https://orcid.org/0000-0002-1501-9914"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Benyou Wang","raw_affiliation_strings":["The Chinese University of Hong Kong,Shenzhen,China,518172"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong,Shenzhen,China,518172","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775390","display_name":"Haitao Song","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Song","raw_affiliation_strings":["Shanghai Artificial Intelligence Research Institute,Shanghai,200240","Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Research Institute,Shanghai,200240","institution_ids":["https://openalex.org/I4210100255"]},{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355025","display_name":"Pengfei Liu","orcid":"https://orcid.org/0009-0008-6932-7091"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Liu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330746","display_name":"Xiaofan Zhang","orcid":"https://orcid.org/0009-0005-2962-3644"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofan Zhang","raw_affiliation_strings":["Qing Yuan Research Institute, Shanghai Jiao Tong University,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"Qing Yuan Research Institute, Shanghai Jiao Tong University,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406237","display_name":"Shanshan Wang","orcid":"https://orcid.org/0000-0002-0575-6523"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanshan Wang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,Shenzhen,China,518055","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457011","display_name":"Kang Li","orcid":"https://orcid.org/0009-0006-7318-2185"},"institutions":[{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Li","raw_affiliation_strings":["West China Hospital, Sichuan University,Chengdu,China,610041"],"affiliations":[{"raw_affiliation_string":"West China Hospital, Sichuan University,Chengdu,China,610041","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101664305","display_name":"Haofen Wang","orcid":"https://orcid.org/0009-0002-0145-7873"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofen Wang","raw_affiliation_strings":["School of Design and Innovation, Tongji University,Shanghai,China,200092"],"affiliations":[{"raw_affiliation_string":"School of Design and Innovation, Tongji University,Shanghai,China,200092","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005820786","display_name":"Tong Ruan","orcid":"https://orcid.org/0000-0002-3546-8338"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Ruan","raw_affiliation_strings":["East China University of Science and Technology,Department of Computer Science and Technology,Shanghai,China,200237"],"affiliations":[{"raw_affiliation_string":"East China University of Science and Technology,Department of Computer Science and Technology,Shanghai,China,200237","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088834359","display_name":"Xuanjing Huang","orcid":"https://orcid.org/0000-0001-9197-9426"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanjing Huang","raw_affiliation_strings":["School of Computer Science, Fudan University,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100950605","display_name":"Xin Sun","orcid":"https://orcid.org/0009-0003-7223-5298"},"institutions":[{"id":"https://openalex.org/I2801518579","display_name":"XinHua Hospital","ror":"https://ror.org/04dzvks42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801518579"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Sun","raw_affiliation_strings":["Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine,Shanghai,China,200092"],"affiliations":[{"raw_affiliation_string":"Xinhua Hospital Affiliated to Shanghai Jiaotong University School of Medicine,Shanghai,China,200092","institution_ids":["https://openalex.org/I2801518579"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066553616","display_name":"Shaoting Zhang","orcid":"https://orcid.org/0000-0002-8719-448X"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoting Zhang","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232"],"affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory,Shanghai,China,200232","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5058203667"],"corresponding_institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"],"apc_list":null,"apc_paid":null,"fwci":6.9085,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97393015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"7","issue":"4","first_page":"1116","last_page":"1128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9110000133514404,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8289231061935425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5545618534088135},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.386055052280426},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1178591251373291}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8289231061935425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5545618534088135},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.386055052280426},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1178591251373291},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.26599/bdma.2024.9020044","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020044","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c4beb5096bd7443da21b01a4a4922d29","is_oa":true,"landing_page_url":"https://doaj.org/article/c4beb5096bd7443da21b01a4a4922d29","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data Mining and Analytics, Vol 7, Iss 4, Pp 1116-1128 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2024.9020044","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2024.9020044","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901"],"host_organization_lineage_names":["Tsinghua University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2353477416","display_name":null,"funder_award_id":"2022ZD0160705,2022ZD0160704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2108325777","https://openalex.org/W2913725813","https://openalex.org/W2975540156","https://openalex.org/W3169341408","https://openalex.org/W3212648282","https://openalex.org/W4303443398","https://openalex.org/W4321485193","https://openalex.org/W4362521115","https://openalex.org/W4366198844","https://openalex.org/W4379259189","https://openalex.org/W4379540389","https://openalex.org/W4384561707","https://openalex.org/W4385307867","https://openalex.org/W4386110374","https://openalex.org/W4386392961","https://openalex.org/W4387225742","https://openalex.org/W4387580644","https://openalex.org/W4387947536","https://openalex.org/W4388444775","https://openalex.org/W4388520896","https://openalex.org/W4389173934","https://openalex.org/W4390690043","https://openalex.org/W4390943000","https://openalex.org/W4391136507","https://openalex.org/W4391793582","https://openalex.org/W4392340143","https://openalex.org/W4394014753","https://openalex.org/W4396570449","https://openalex.org/W4401042961","https://openalex.org/W4401043132","https://openalex.org/W4402774103","https://openalex.org/W6852178287","https://openalex.org/W6853469104","https://openalex.org/W6855498594","https://openalex.org/W6857797255","https://openalex.org/W6859573827","https://openalex.org/W6862207580","https://openalex.org/W6866223645"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699"],"abstract_inverted_index":{"Ensuring":[0],"the":[1,33,60,140],"general":[2,116],"efficacy":[3],"and":[4,24,49,73,85,96,109,117],"benefit":[5],"for":[6,28,53,138],"human":[7],"beings":[8],"from":[9],"medical":[10,29,55,78,118,129,145],"Large":[11],"Language":[12],"Models":[13],"(LLM)":[14],"before":[15],"real-world":[16],"deployment":[17],"is":[18,148],"crucial.":[19],"However,":[20],"a":[21,46,83,135],"widely":[22],"accepted":[23],"accessible":[25,150],"evaluation":[26,63,76,89,103,124],"process":[27],"LLM,":[30],"especially":[31],"in":[32],"Chinese":[34,54,144],"context,":[35],"remains":[36],"to":[37,68,105,114],"be":[38],"established.":[39],"In":[40],"this":[41],"work,":[42],"we":[43,120],"introduce":[44],"\u201cMedBench\u201d,":[45],"comprehensive,":[47],"standardized,":[48],"reliable":[50],"benchmarking":[51],"system":[52],"LLM.":[56,79],"First,":[57],"MedBench":[58,81,100,113,147],"assembles":[59],"currently":[61],"largest":[62],"dataset":[64],"(300":[65],"901":[66],"questions)":[67],"cover":[69],"43":[70],"clinical":[71],"specialties,":[72],"performs":[74],"multi-faceted":[75],"on":[77],"Second,":[80],"provides":[82],"standardized":[84],"fully":[86],"automatic":[87],"cloud-based":[88],"infrastructure,":[90],"with":[91,128],"physical":[92],"separations":[93],"between":[94],"question":[95],"ground":[97],"truth.":[98],"Third,":[99],"implements":[101],"dynamic":[102],"mechanisms":[104],"prevent":[106],"shortcut":[107],"learning":[108],"answer":[110],"memorization.":[111],"Applying":[112],"popular":[115],"LLMs,":[119],"observe":[121],"unbiased,":[122],"reproducible":[123],"results":[125],"largely":[126],"aligning":[127],"professionals'":[130],"perspectives.":[131],"This":[132],"study":[133],"establishes":[134],"significant":[136],"foundation":[137],"preparing":[139],"practical":[141],"applications":[142],"of":[143],"LLMs.":[146],"publicly":[149],"at":[151],"https://medbench.opencompass.org.cn.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
