{"id":"https://openalex.org/W7163026246","doi":"https://doi.org/10.48550/arxiv.2605.30611","title":"Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs","display_name":"Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W7163026246","doi":"https://doi.org/10.48550/arxiv.2605.30611"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.30611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30611","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":null,"license_id":null,"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.2605.30611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137513999","display_name":"Haozhe Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Haozhe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137529476","display_name":"Shuzheng Si","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Si, Shuzheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137532836","display_name":"Zhenhailong Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zhenhailong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137554715","display_name":"Zheng Wang","orcid":"https://orcid.org/0009-0006-8349-5927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137558135","display_name":"Liang Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Liang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137587416","display_name":"Xiaotong Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Xiaotong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101894660","display_name":"Zhixiang Liang","orcid":"https://orcid.org/0000-0002-9776-0588"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang, Zhixiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137554079","display_name":"Maosong Sun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun, Maosong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137572519","display_name":"Minjia Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Minjia","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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.3822000026702881,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.3822000026702881,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.13920000195503235,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.13729999959468842,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/raster-graphics","display_name":"Raster graphics","score":0.6953999996185303},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6171000003814697},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4943000078201294},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4837999939918518},{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"Natural language generation","score":0.36160001158714294},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.3483999967575073}],"concepts":[{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.6953999996185303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6499999761581421},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6171000003814697},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4943000078201294},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4837999939918518},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.444599986076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3668999969959259},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.36160001158714294},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3483999967575073},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.30250000953674316},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.2797999978065491},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.30611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30611","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.30611","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.30611","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6744658350944519,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Scientific":[0],"figures":[1,60],"are":[2,61,181],"among":[3],"the":[4,20,40,68,114,152],"most":[5,21],"effective":[6],"means":[7],"of":[8,19,24,42,64],"communicating":[9],"complex":[10],"research":[11],"ideas,":[12],"yet":[13],"producing":[14],"publication-quality":[15],"illustrations":[16],"remains":[17],"one":[18],"labor-intensive":[22],"parts":[23],"paper":[25],"preparation.":[26],"Existing":[27],"automated":[28],"systems":[29],"each":[30,162],"target":[31],"a":[32,78,82,93,128],"single":[33],"figure":[34,97,102,132],"type":[35],"under":[36],"text-only":[37],"input,":[38],"leaving":[39],"diversity":[41],"types":[43,103,133],"and":[44,104,110,134,151,157,179],"conditions":[45,106,137],"researchers":[46],"actually":[47],"use":[48],"unaddressed;":[49],"their":[50],"raster":[51,119],"outputs":[52,120,169],"further":[53],"cannot":[54],"be":[55],"locally":[56],"revised.":[57],"Because":[58],"scientific":[59],"structured":[62],"compositions":[63],"discrete":[65],"semantic":[66],"components,":[67],"localized":[69],"errors":[70],"generators":[71,150],"produce":[72],"on":[73,155],"such":[74],"layouts":[75],"demand":[76],"not":[77],"stronger":[79],"backbone":[80],"but":[81],"harness.":[83],"We":[84],"instantiate":[85],"this":[86],"harness":[87,95],"in":[88],"two":[89],"complementary":[90],"systems:":[91],"Crafter,":[92],"multi-agent":[94],"for":[96],"generation":[98],"that":[99,144,173],"generalizes":[100],"across":[101],"input":[105,136],"without":[107],"architectural":[108],"changes,":[109],"CraftEditor,":[111],"which":[112],"applies":[113],"same":[115],"pattern":[116],"to":[117],"convert":[118],"into":[121,170],"editable":[122,171],"SVGs.":[123],"Moreover,":[124],"we":[125],"introduce":[126],"CraftBench,":[127,158],"benchmark":[129,180],"spanning":[130],"three":[131],"four":[135],"with":[138,159],"human":[139],"quality":[140],"annotation.":[141],"Experiments":[142],"show":[143],"Crafter":[145],"substantially":[146],"outperforms":[147],"both":[148],"standalone":[149],"agentic":[153],"baseline":[154],"PaperBanana-Bench":[156],"ablations":[160],"confirming":[161],"component's":[163],"independent":[164],"contribution;":[165],"CraftEditor":[166],"faithfully":[167],"converts":[168],"SVGs":[172],"surpass":[174],"all":[175],"baselines.":[176],"Our":[177],"code":[178],"available":[182],"at":[183],"https://github.com/HaozheZhao/Crafter.":[184]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-02T00:00:00"}
