{"observation":{"id":"be5f9438-9b78-49b9-8383-53ad4dd75958","tool":"chatgpt","tool_name":"ChatGPT","criterion":"scene-compliance","criterion_name":"Scene compliance","criterion_definition":"How accurately the output follows the prompt — environment, attire, pose, props.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"The ranking is about using the character in varied scenes and poses, so following the requested environment, attire, pose, and props is central to success. (3 of 3 judges)","scenario":"full-frontal-portrait","scenario_name":"Full frontal portrait","group_tag":null,"scenario_description":"Full frontal portrait reference image with fair skin, curly dark hair, bindi, gold jhumka earrings, and a green stone necklace. All features are clearly visible in good natural lighting, making it the easiest identity anchor for the tools.","modality":"image","input_text":null,"input_artifact_refs":[],"stresses":["Baseline identity preservation","Accessory retention","Best-case frontal face matching","Consistent character reuse across varied scenes"],"verdict":"worked","score":null,"score_total":null,"note":"Recreates the requested desert action scene accurately, including the environment, scene-appropriate attire, and hairstyle, with no visible distortion or artifacts.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-input1-horseride-dbbcd9f8517e.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":"output-only","input":{"state":"not-captured","text":null,"files":[],"modality":"image","stresses":["Baseline identity preservation","Accessory retention","Best-case frontal face matching","Consistent character reuse across varied scenes"]},"tool_page_slug":"chatgpt","tool_url":"https://aidemos.com/tools/chatgpt","permalink":"https://aidemos.com/evidence/be5f9438-9b78-49b9-8383-53ad4dd75958","api_url":"https://ai.aidemos.com/v1/observations/be5f9438-9b78-49b9-8383-53ad4dd75958"},"peers":[{"id":"4478b970-4ebb-48c8-9921-315ce84fd9fe","tool":"gemini","tool_name":"Gemini","verdict":"worked","score":null,"score_total":null,"note":"The warm cafe prompt is followed strongly, with the cozy cafe setting, warm lighting, background blur, sweater, braided hairstyle, and natural pose all rendered correctly.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/gemini-input-1-abf743cbaaf0.png","evidence_url":"https://aidemos.com/evidence/4478b970-4ebb-48c8-9921-315ce84fd9fe"},{"id":"f5b274d6-3bb7-4d09-a3de-66be170e2054","tool":"imagineart","tool_name":"ImagineArt","verdict":"worked","score":null,"score_total":null,"note":"The warm-cafe output follows the prompt well, with the café environment, window lighting, outfit, and hairstyle all rendered correctly.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/imagineart-imagineart-input1-warm-cafe-4ae21afa27f6.jpg","evidence_url":"https://aidemos.com/evidence/f5b274d6-3bb7-4d09-a3de-66be170e2054"},{"id":"504bb238-1d54-4cff-bc33-9bd9b9bb9b59","tool":"leonardo-ai","tool_name":"Leonardo AI","verdict":"mixed","score":null,"score_total":null,"note":"It can place the subject in a believable interrogation setup with the correct outfit, but the room stays too neat and loses the harsh institutional atmosphere.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/leonardo-ai-leonardo-input1-interrogation-77ba6593d6a0.jpg","evidence_url":"https://aidemos.com/evidence/504bb238-1d54-4cff-bc33-9bd9b9bb9b59"},{"id":"bc2d761a-8541-43ff-83a0-014ce45ad8d2","tool":"scenario","tool_name":"Scenario","verdict":"mixed","score":null,"score_total":null,"note":"It can reproduce the interrogation-room setup and wardrobe, but the requested harsh mood is softened because the lighting and facial affect stay gentle.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/scenario-scenario-input1-interrogation-8a626f0b95c8.png","evidence_url":"https://aidemos.com/evidence/bc2d761a-8541-43ff-83a0-014ce45ad8d2"}],"other_criteria":[{"id":"0ffd702f-0559-4b2e-88f3-a9711a961585","criterion":"accessory-and-detail-retention","criterion_name":"Accessory & detail retention","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Preserves all three named accessories in a frontal portrait with near-100% retention: the bindi, gold jhumka earrings, and green stone necklace stay visible, and the hair colour/texture remains consistent; the main trade-off is slightly over-smoothed skin texture.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/0ffd702f-0559-4b2e-88f3-a9711a961585"},{"id":"dff2415a-48ec-4868-bc7e-970100f82c02","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Captures the cold, guarded, unsmiling expression well, with a tight jaw and sharp eyes; the report marks this as the best expression accuracy of the five scenes.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/dff2415a-48ec-4868-bc7e-970100f82c02"},{"id":"6636ced6-0dd3-4d55-aed4-228102bc03f6","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Misses the prompted brave/determined emotional tone and instead outputs a soft neutral expression, leaving the scene with essentially no emotional alignment.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/6636ced6-0dd3-4d55-aed4-228102bc03f6"},{"id":"163f2da9-8a7d-4d76-bc0b-a4ed35e52693","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"Identity drops to only a 50–70% match in an action scene, with significant facial-structure drift away from the reference even though the body styling remains plausible.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/163f2da9-8a7d-4d76-bc0b-a4ed35e52693"},{"id":"b461a3a8-6c06-4646-aed7-678dd35f3fa1","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Keeps facial structure close to the reference in a frontal composition and is described as the best output from this input, with identity held strongly overall.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/b461a3a8-6c06-4646-aed7-678dd35f3fa1"}],"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":"4478b970-4ebb-48c8-9921-315ce84fd9fe","tool":"gemini","tool_name":"Gemini","verdict":"worked","score":null,"score_total":null,"note":"The warm cafe prompt is followed strongly, with the cozy cafe setting, warm lighting, background blur, sweater, braided hairstyle, and natural pose all rendered correctly."},{"id":"f5b274d6-3bb7-4d09-a3de-66be170e2054","tool":"imagineart","tool_name":"ImagineArt","verdict":"worked","score":null,"score_total":null,"note":"The warm-cafe output follows the prompt well, with the café environment, window lighting, outfit, and hairstyle all rendered correctly."},{"id":"504bb238-1d54-4cff-bc33-9bd9b9bb9b59","tool":"leonardo-ai","tool_name":"Leonardo AI","verdict":"mixed","score":null,"score_total":null,"note":"It can place the subject in a believable interrogation setup with the correct outfit, but the room stays too neat and loses the harsh institutional atmosphere."},{"id":"bc2d761a-8541-43ff-83a0-014ce45ad8d2","tool":"scenario","tool_name":"Scenario","verdict":"mixed","score":null,"score_total":null,"note":"It can reproduce the interrogation-room setup and wardrobe, but the requested harsh mood is softened because the lighting and facial affect stay gentle."}]}