{"id":"https://openalex.org/W7161117846","doi":"https://doi.org/10.48550/arxiv.2605.13141","title":"UIBenchKit: A unified toolkit for design-to-code model evaluation","display_name":"UIBenchKit: A unified toolkit for design-to-code model evaluation","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7161117846","doi":"https://doi.org/10.48550/arxiv.2605.13141"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.13141","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13141","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.13141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136169869","display_name":"Chinh T. Le","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le, Chinh T.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136162173","display_name":"Trevor Ong Yee Siang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siang, Trevor Ong Yee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136181349","display_name":"Jingyu Xiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao, Jingyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136178281","display_name":"Yuxuan Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan, Yuxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080873193","display_name":"Yintong Huo","orcid":"https://orcid.org/0009-0006-8798-5667"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huo, Yintong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.48350000381469727,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.48350000381469727,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.2312999963760376,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.10209999978542328,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.870199978351593},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5221999883651733},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.453900009393692},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4115000069141388},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.36800000071525574},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.36640000343322754},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.3546000123023987}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.870199978351593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317000031471252},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6037999987602234},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5221999883651733},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.453900009393692},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4115000069141388},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37450000643730164},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.36640000343322754},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3546000123023987},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3528999984264374},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.30059999227523804},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.29589998722076416},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27070000767707825},{"id":"https://openalex.org/C81639021","wikidata":"https://www.wikidata.org/wiki/Q179551","display_name":"HTML element","level":3,"score":0.2590000033378601},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.13141","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13141","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.13141","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13141","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.5978646874427795,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2],"seen":[3],"substantial":[4],"progress":[5],"in":[6,139],"automated":[7],"design-to-code":[8,63],"generation,":[9],"with":[10],"many":[11],"methods":[12,36,85],"proposed":[13],"for":[14,96,118,126],"generating":[15],"HTML":[16],"and":[17,42,74,111,129,137,145],"CSS":[18],"from":[19],"webpage":[20],"screenshots.":[21],"However,":[22],"the":[23,60,67,150],"absence":[24],"of":[25,62,69,108],"a":[26,79,105,123],"standardized":[27],"evaluation":[28,61,143],"platform":[29,144],"makes":[30],"it":[31,91],"difficult":[32],"to":[33,58,82,133],"compare":[34,83],"these":[35],"fairly,":[37],"limiting":[38],"both":[39,127],"practical":[40],"adoption":[41],"systematic":[43],"research":[44],"progress.":[45],"To":[46],"bridge":[47],"this":[48],"gap,":[49],"we":[50,103],"introduce":[51],"UIBenchKit,":[52,102],"an":[53,93],"open-source,":[54],"integrated":[55],"toolkit":[56,146],"designed":[57],"unify":[59],"tasks.":[64],"UIBenchKit":[65,131],"abstracts":[66],"complexities":[68],"environment":[70,125],"setup,":[71],"model":[72],"inference,":[73],"code":[75],"rendering,":[76],"offering":[77],"researchers":[78],"plug-and-play":[80],"architecture":[81],"various":[84],"under":[86],"consistent":[87],"settings.":[88],"In":[89],"addition,":[90],"offers":[92],"analytical":[94],"interface":[95],"comparison":[97],"across":[98],"multiple":[99],"metrics.":[100],"Using":[101],"conduct":[104],"benchmarking":[106,136],"study":[107],"existing":[109],"tools":[110],"derive":[112],"several":[113],"findings":[114],"that":[115],"highlight":[116],"directions":[117],"future":[119,135],"improvement.":[120],"By":[121],"providing":[122],"streamlined":[124],"experimentation":[128],"evaluation,":[130],"aims":[132],"accelerate":[134],"innovations":[138],"web":[140],"engineering.":[141],"The":[142],"are":[147],"available":[148],"at":[149],"project":[151],"page":[152],"https://www.uibenchkit.com/.":[153]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-15T00:00:00"}