{"id":"https://openalex.org/W4415709691","doi":"https://doi.org/10.1109/icme59968.2025.11209079","title":"SketchRef: a Multi-Task Evaluation Benchmark for Sketch Synthesis","display_name":"SketchRef: a Multi-Task Evaluation Benchmark for Sketch Synthesis","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415709691","doi":"https://doi.org/10.1109/icme59968.2025.11209079"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5109781358","display_name":"Xingyue Lin","orcid":null},"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":"Xingyue Lin","raw_affiliation_strings":["Peking University,Wangxuan Institute of Computer Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,Wangxuan Institute of Computer Technology,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827816","display_name":"Xingjian Hu","orcid":"https://orcid.org/0000-0002-8554-6138"},"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":"Xingjian Hu","raw_affiliation_strings":["Peking University,Wangxuan Institute of Computer Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,Wangxuan Institute of Computer Technology,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061781593","display_name":"Shuai Peng","orcid":"https://orcid.org/0000-0002-9828-806X"},"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":"Shuai Peng","raw_affiliation_strings":["Peking University,Wangxuan Institute of Computer Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,Wangxuan Institute of Computer Technology,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031835883","display_name":"Jianhua Zhu","orcid":"https://orcid.org/0000-0003-4297-1836"},"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":"Jianhua Zhu","raw_affiliation_strings":["Peking University,Wangxuan Institute of Computer Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,Wangxuan Institute of Computer Technology,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004474713","display_name":"Liangcai Gao","orcid":"https://orcid.org/0000-0001-9444-1568"},"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":"Liangcai Gao","raw_affiliation_strings":["Peking University,Wangxuan Institute of Computer Technology,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University,Wangxuan Institute of Computer Technology,Beijing,China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7269999980926514,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7269999980926514,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.10140000283718109,"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"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.02410000003874302,"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/sketch","display_name":"Sketch","score":0.9327999949455261},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8899000287055969},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.7124000191688538},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5411999821662903},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4146000146865845},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.414000004529953}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.9327999949455261},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8899000287055969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112999796867371},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7124000191688538},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5411999821662903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.508400022983551},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4146000146865845},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.414000004529953},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39469999074935913},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.34200000762939453},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.30000001192092896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W824467349","https://openalex.org/W1532362218","https://openalex.org/W1861492603","https://openalex.org/W2111308925","https://openalex.org/W2133665775","https://openalex.org/W2467281799","https://openalex.org/W2471002157","https://openalex.org/W2895687296","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963636051","https://openalex.org/W2964266708","https://openalex.org/W2972900692","https://openalex.org/W2983454547","https://openalex.org/W3025800305","https://openalex.org/W3032364478","https://openalex.org/W3035124078","https://openalex.org/W4230472795","https://openalex.org/W4239181501","https://openalex.org/W4286611322","https://openalex.org/W4299959846","https://openalex.org/W4312353784","https://openalex.org/W4312364648","https://openalex.org/W4390872497"],"related_works":[],"abstract_inverted_index":{"Sketching":[0],"is":[1],"a":[2,27,121,176],"powerful":[3],"artistic":[4],"technique":[5],"for":[6,50,183],"capturing":[7],"essential":[8],"visual":[9],"information":[10],"about":[11],"real-world":[12],"objects":[13],"and":[14,61,71,99,107,131,169,179],"has":[15],"increasingly":[16],"attracted":[17],"attention":[18],"in":[19,80,109],"image":[20],"synthesis":[21,36,161,186],"research.":[22],"However,":[23],"the":[24,32,44,56,75,102,113,146,156],"field":[25],"lacks":[26],"unified":[28],"benchmark":[29,49,178],"to":[30,115],"evaluate":[31,155],"performance":[33,157],"of":[34,148,158],"various":[35],"methods.":[37],"To":[38,134],"address":[39],"this,":[40],"we":[41,111,138,154],"propose":[42],"SketchRef,":[43],"first":[45,114],"comprehensive":[46],"multi-task":[47],"evaluation":[48,151],"sketch":[51,160,185],"synthesis.":[52],"SketchRef":[53],"fully":[54],"leverages":[55],"shared":[57],"characteristics":[58],"between":[59,105],"sketches":[60],"reference":[62],"photos.":[63],"It":[64],"introduces":[65],"two":[66],"primary":[67],"tasks:":[68],"category":[69],"prediction":[70],"structural":[72],"consistency":[73],"estimation,":[74],"latter":[76],"being":[77],"largely":[78],"overlooked":[79],"previous":[81],"studies.":[82],"These":[83],"tasks":[84],"are":[85,112],"further":[86],"divided":[87],"into":[88],"five":[89],"subtasks":[90],"across":[91],"four":[92],"domains:":[93],"animals,":[94],"common":[95],"things,":[96],"human":[97],"body,":[98],"faces.":[100],"Recognizing":[101],"inherent":[103],"trade-off":[104],"recognizability":[106,122],"simplicity":[108],"sketches,":[110],"quantify":[116],"this":[117,173],"balance":[118],"by":[119,126],"introducing":[120],"calculation":[123],"method":[124],"constrained":[125],"simplicity,":[127],"mRS,":[128],"ensuring":[129],"fair":[130],"meaningful":[132],"evaluations.":[133],"validate":[135],"our":[136,149,164],"approach,":[137],"collected":[139],"7,920":[140],"responses":[141],"from":[142],"art":[143],"enthusiasts,":[144],"confirming":[145],"effectiveness":[147],"proposed":[150],"metrics.":[152],"Additionally,":[153],"existing":[159],"methods":[162],"on":[163],"benchmark,":[165],"highlighting":[166],"their":[167],"strengths":[168],"weaknesses.":[170],"We":[171],"hope":[172],"study":[174],"establishes":[175],"standardized":[177],"offers":[180],"valuable":[181],"insights":[182],"advancing":[184],"algorithms.":[187]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-30T00:00:00"}
