{"id":"https://openalex.org/W4413145482","doi":"https://doi.org/10.1109/cvpr52734.2025.01757","title":"Video-Bench: Human-Aligned Video Generation Benchmark","display_name":"Video-Bench: Human-Aligned Video Generation Benchmark","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4413145482","doi":"https://doi.org/10.1109/cvpr52734.2025.01757"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52734.2025.01757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.01757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083956702","display_name":"Hui Han","orcid":"https://orcid.org/0009-0009-7223-8804"},"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":true,"raw_author_name":"Hui Han","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039903606","display_name":"Shitian Li","orcid":"https://orcid.org/0009-0002-9082-4339"},"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":"Siyuan Li","raw_affiliation_strings":["Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434198","display_name":"Jiaqi Chen","orcid":"https://orcid.org/0000-0002-6368-6164"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiaqi Chen","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yiwen Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiwen Yuan","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001831755","display_name":"Yuntao Wu","orcid":"https://orcid.org/0000-0001-7911-4104"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuling Wu","raw_affiliation_strings":["Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068667608","display_name":"Yufan Deng","orcid":"https://orcid.org/0009-0003-2335-3191"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufan Deng","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040632396","display_name":"Chak Tou Leong","orcid":"https://orcid.org/0000-0002-6124-1890"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chak Tou Leong","raw_affiliation_strings":["Hong Kong Polytechnic University"],"affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101488187","display_name":"Hongtao Du","orcid":"https://orcid.org/0000-0003-1865-5059"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanwen Du","raw_affiliation_strings":["Soochow University"],"affiliations":[{"raw_affiliation_string":"Soochow University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012498345","display_name":"Junchen Fu","orcid":"https://orcid.org/0000-0003-4759-2042"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junchen Fu","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061574958","display_name":"Youhua Li","orcid":"https://orcid.org/0009-0006-1290-3604"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Youhua Li","raw_affiliation_strings":["City University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436697","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-1028-6765"},"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":"Jie Zhang","raw_affiliation_strings":["Fudan University"],"affiliations":[{"raw_affiliation_string":"Fudan University","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458219","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0003-0034-843X"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["Westlake University"],"affiliations":[{"raw_affiliation_string":"Westlake University","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458894","display_name":"Lijia Li","orcid":"https://orcid.org/0000-0002-8774-7515"},"institutions":[{"id":"https://openalex.org/I4210146926","display_name":"Institute for Community Living","ror":"https://ror.org/03jhs6a31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210146926"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li-jia Li","raw_affiliation_strings":["LiveX AI"],"affiliations":[{"raw_affiliation_string":"LiveX AI","institution_ids":["https://openalex.org/I4210146926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047519028","display_name":"Yongxin Ni","orcid":"https://orcid.org/0009-0003-7606-1475"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yongxin Ni","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5083956702"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23126224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"18858","last_page":"18868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.5167999863624573,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.5167999863624573,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.49889999628067017,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.6996816396713257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.677922248840332},{"id":"https://openalex.org/keywords/video-recording","display_name":"Video recording","score":0.48027753829956055},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.422727108001709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3741799592971802},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3391084671020508}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6996816396713257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.677922248840332},{"id":"https://openalex.org/C2988634675","wikidata":"https://www.wikidata.org/wiki/Q34508","display_name":"Video recording","level":2,"score":0.48027753829956055},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.422727108001709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3741799592971802},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3391084671020508},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52734.2025.01757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.01757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Video":[0],"generation":[1,22,121],"assessment":[2,122],"is":[3],"essential":[4],"for":[5],"ensuring":[6],"that":[7,83,150],"generative":[8,124],"models":[9,146],"produce":[10],"visually":[11],"realistic,":[12],"high-quality":[13],"videos":[14],"while":[15],"aligning":[16],"with":[17,48,86,155],"human":[18,49,87,156,170,188],"expectations.":[19],"Current":[20],"video":[21,39,69,120,141],"benchmarks":[23],"fall":[24],"into":[25],"two":[26],"main":[27],"categories:":[28],"traditional":[29,187],"benchmarks,":[30,56],"which":[31],"use":[32],"metrics":[33,71],"and":[34,51,72,79,101,130,177],"embeddings":[35],"to":[36,111,119,139],"evaluate":[37],"generated":[38,140],"quality":[40,70],"across":[41,115,158],"multiple":[42],"dimensions":[43,117],"but":[44],"often":[45],"lack":[46],"alignment":[47,154],"judgments;":[50],"large":[52],"language":[53],"model":[54],"(LLM)-based":[55],"though":[57],"capable":[58],"of":[59,68],"human-like":[60],"reasoning,":[61],"are":[62],"constrained":[63],"by":[64],"a":[65,81,93,97,135],"limited":[66],"understanding":[67],"cross-modal":[73],"consistency.":[74],"To":[75],"address":[76],"these":[77],"challenges":[78],"establish":[80],"benchmark":[82,95,106],"better":[84],"aligns":[85],"preferences,":[88],"this":[89],"paper":[90],"introduces":[91],"Video-Bench,":[92],"comprehensive":[94],"featuring":[96],"rich":[98],"prompt":[99],"suite":[100],"extensive":[102],"evaluation":[103],"dimensions.":[104,160],"This":[105],"represents":[107],"the":[108],"first":[109],"attempt":[110],"systematically":[112],"leverage":[113],"MLLMs":[114],"all":[116,159],"relevant":[118],"in":[123,162],"models.":[125],"By":[126],"incorporating":[127],"few-shot":[128],"scoring":[129],"chain-of-query":[131],"techniques,":[132],"Video-Bench":[133],"provides":[134],"structured,":[136],"scalable":[137],"approach":[138],"evaluation.":[142],"Experiments":[143],"on":[144],"advanced":[145],"including":[147],"Sora":[148],"demonstrate":[149],"Video-bench":[151],"achieve":[152],"superior":[153],"preferences":[157],"Moreover,":[161],"instances":[163],"where":[164],"our":[165],"framework\u2019s":[166],"assessments":[167],"diverge":[168],"from":[169],"evaluations,":[171],"it":[172],"consistently":[173],"offers":[174],"more":[175],"objective":[176],"accurate":[178],"insights,":[179],"suggesting":[180],"an":[181],"even":[182],"greater":[183],"potential":[184],"advantage":[185],"over":[186],"judgment.":[189]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}