{"observation":{"id":"41976ac6-36c4-4195-be11-22377c2510f6","tool":"imagineart","tool_name":"ImagineArt","criterion":"accessory-and-detail-retention","criterion_name":"Accessory & detail retention","criterion_definition":"Retention of specific features — bindi, hair texture, skin tone, jewellery.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Small identifying details like jewellery, bindi, hair texture, and skin tone are part of maintaining a consistent character identity across generations. (3 of 3 judges)","scenario":"near-profile-occluded-portrait-stress-test","scenario_name":"Near-profile occluded portrait stress test","group_tag":null,"scenario_description":"Near-profile portrait reference used as the maximum-difficulty stress test: face turned roughly 80–90 degrees, one eye partially occluded by fringe, short dark wavy hair, and natural outdoor lighting. Designed to probe whether tools can preserve identity under severe pose and occlusion.","modality":"image","input_text":null,"input_artifact_refs":[],"stresses":["Near-profile identity preservation","Occlusion handling","Extreme pose consistency","Lighting and hair-detail retention under stress"],"verdict":"worked","score":null,"score_total":null,"note":"The rooftop output preserves the short dark curly hair well.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/imagineart-image-3fe56456bc45.png","role":"input","alt":null},{"url":"https://d3epheqghktydj.cloudfront.net/imagineart-imagineart-input3-rooftop-35cd39c75461.png","role":"output","alt":null}],"run_id":"1dfb8fa4-f7f0-47dc-911b-7db3af467e9a","study_title":"Generate Consistent AI Characters Across Different Scenes and Poses","study_kind":"generation","research_task":"86b96df11","tested_at":null,"completeness":"input-and-output","input":{"state":"not-captured","text":null,"files":[],"modality":"image","stresses":["Near-profile identity preservation","Occlusion handling","Extreme pose consistency","Lighting and hair-detail retention under stress"]},"tool_page_slug":"imagineart","tool_url":"https://aidemos.com/tools/imagineart","permalink":"https://aidemos.com/evidence/41976ac6-36c4-4195-be11-22377c2510f6","api_url":"https://ai.aidemos.com/v1/observations/41976ac6-36c4-4195-be11-22377c2510f6"},"peers":[{"id":"814ece07-861f-4833-917a-ef2eb441cac9","tool":"chatgpt","tool_name":"ChatGPT","verdict":"worked","score":null,"score_total":null,"note":"Preserves the short dark wavy hair’s volume and texture in the stress-test output, even though the face is lightly beautified.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-image-jun-9-2026-11-44-28-pm-48266f3c5749.png","evidence_url":"https://aidemos.com/evidence/814ece07-861f-4833-917a-ef2eb441cac9"},{"id":"9202f072-5120-46d1-99de-222cf57efc23","tool":"gemini","tool_name":"Gemini","verdict":"struggled","score":null,"score_total":null,"note":"Hair detail weakens under stress, with the output hair flatter and less wavy than the reference.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/gemini-image-c0417a5d4a92.png","evidence_url":"https://aidemos.com/evidence/9202f072-5120-46d1-99de-222cf57efc23"}],"other_criteria":[{"id":"517d4338-7ba5-41dc-a17c-445ab66e188b","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"The rooftop output does not maintain the near-profile stress condition, because the face is rendered more frontally visible than specified.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/517d4338-7ba5-41dc-a17c-445ab66e188b"},{"id":"df36f4b9-1a65-42ca-83d8-146d04d45ab4","criterion":"scene-compliance","criterion_name":"Scene compliance","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"The rooftop output only partially follows the prompt: the sleeve length is wrong, the arms are asymmetrically raised, and the golden-hour lighting is only partly captured.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/df36f4b9-1a65-42ca-83d8-146d04d45ab4"}],"appears_in":[{"page_type":"ranking","slug":"consistent-ai-characters","title":"Best AI Tools for Consistent AI Characters Across Scenes and Poses","url":"https://aidemos.com/best/consistent-ai-characters","binding":"run"}],"same_scenario":[{"id":"814ece07-861f-4833-917a-ef2eb441cac9","tool":"chatgpt","tool_name":"ChatGPT","verdict":"worked","score":null,"score_total":null,"note":"Preserves the short dark wavy hair’s volume and texture in the stress-test output, even though the face is lightly beautified."},{"id":"9202f072-5120-46d1-99de-222cf57efc23","tool":"gemini","tool_name":"Gemini","verdict":"struggled","score":null,"score_total":null,"note":"Hair detail weakens under stress, with the output hair flatter and less wavy than the reference."}]}