{"id":"https://openalex.org/W7165204781","doi":"https://doi.org/10.48550/arxiv.2606.19073","title":"Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework","display_name":"Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework","publication_year":2026,"publication_date":"2026-06-17","ids":{"openalex":"https://openalex.org/W7165204781","doi":"https://doi.org/10.48550/arxiv.2606.19073"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.19073","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19073","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.2606.19073","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112625169","display_name":"Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Jiayi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138928252","display_name":"Qingchao Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Qingchao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138874999","display_name":"Yuxin Peng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng, Yuxin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138958505","display_name":"Yang Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yang","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.25440001487731934,"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":0.25440001487731934,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.23919999599456787,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.0729999989271164,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.8424000144004822},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6912000179290771},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6521999835968018},{"id":"https://openalex.org/keywords/conflation","display_name":"Conflation","score":0.6097000241279602},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5235999822616577},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.387800008058548}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8424000144004822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125999927520752},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6912000179290771},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6521999835968018},{"id":"https://openalex.org/C130440534","wikidata":"https://www.wikidata.org/wiki/Q14946528","display_name":"Conflation","level":2,"score":0.6097000241279602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.557699978351593},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5235999822616577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5070000290870667},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.387800008058548},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.361299991607666},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3517000079154968},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2822999954223633},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.2639000117778778}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.19073","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19073","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.2606.19073","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19073","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":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7818123698234558}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Current":[0],"image":[1],"editing":[2,99,168,179],"methods":[3],"excel":[4],"at":[5,10,189],"static":[6,26],"attributes":[7],"but":[8],"fail":[9],"complex":[11],"Human-Object":[12,78],"Interactions":[13],"(HOI),":[14],"a":[15,49,113,133],"critical":[16],"challenge":[17],"unaddressed":[18],"by":[19,68],"existing":[20],"benchmarks":[21],"that":[22,63,138],"conflate":[23],"HOI":[24],"with":[25,52,74,176],"attributes,":[27],"relying":[28],"on":[29,184],"global":[30],"metrics":[31],"incapable":[32],"of":[33,84,115,142],"simultaneously":[34],"assessing":[35],"dynamic":[36,86,98],"interaction":[37,67],"validity":[38],"and":[39],"entangled":[40],"human-object":[41],"pair":[42],"preservation.":[43],"Thus,":[44],"we":[45,88],"first":[46],"introduce":[47],"HOI-Edit,":[48,171],"comprehensive":[50],"benchmark":[51,89],"three":[53],"progressive":[54],"cognitive":[55],"levels,":[56],"which":[57],"features":[58],"an":[59],"automated":[60],"metric":[61],"HOI-Eval":[62],"reliably":[64],"evaluates":[65],"instance-level":[66],"letting":[69],"VLM":[70],"Q&amp;A":[71],"after":[72],"thinking":[73],"images":[75],"containing":[76],"grounded":[77],"pairs.":[79],"Considering":[80],"the":[81,116,140,150,157,166],"task's":[82],"essence":[83],"remodeling":[85],"relationships,":[87],"Image-to-Video":[90],"(I2V)":[91],"models,":[92],"finding":[93],"them":[94],"inherently":[95],"suited":[96],"for":[97],"due":[100],"to":[101,153],"their":[102],"temporal":[103],"generation":[104,141],"capabilities.":[105],"Crucially,":[106],"beyond":[107],"superior":[108],"performance,":[109],"this":[110],"capability":[111],"provides":[112],"\"replay":[114],"failure":[117],"process,\"":[118],"offering":[119],"unique":[120],"diagnosability":[121],"into":[122],"why":[123],"errors":[124],"occur.":[125],"We":[126],"thus":[127],"propose":[128],"SCPE":[129,172],"(Self-Correcting":[130],"Process":[131],"Editing),":[132],"novel,":[134],"agentic":[135],"self-correcting":[136],"framework":[137],"constrains":[139],"I2V":[143],"models":[144,180],"through":[145],"iteratively":[146],"refined":[147],"prompts,":[148],"enabling":[149],"generated":[151],"videos":[152,164],"more":[154],"accurately":[155],"present":[156],"target":[158],"HOI.":[159],"Extracted":[160],"frames":[161],"from":[162],"these":[163],"are":[165],"final":[167],"results.":[169],"On":[170],"achieves":[173],"performance":[174],"competitive":[175],"state-of-the-art":[177],"(SOTA)":[178],"like":[181],"Nano":[182],"Banana":[183],"interaction.":[185],"Code":[186],"is":[187],"available":[188],"https://github.com/oceanflowlab/HOI-Edit.":[190]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-19T00:00:00"}
