{"observation":{"id":"8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef","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":"three-quarter-face-portrait","scenario_name":"Three-quarter face portrait","group_tag":null,"scenario_description":"Three-quarter face reference image with medium-dark skin, tight curly hair in an updo, bindi, and a floral dress. The partial angle and softer lighting make it a harder reference than the frontal portrait and are meant to stress identity consistency.","modality":"image","input_text":null,"input_artifact_refs":[{"url":"https://d3epheqghktydj.cloudfront.net/generate-consistent-ai-characters-across-input-2-4eee6f0318fc.png","role":"input","filename":"input 2.png"}],"stresses":["Identity preservation with partial face angle","Hair texture and updo retention","Skin tone fidelity","Reference-image difficulty under softer lighting"],"verdict":"worked","score":null,"score_total":null,"note":"Cleansly follows the interrogation-room prompt with the navy shirt, hands flat on the table, and bare room composition all in place.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-input2-interrogation-c78a75b73445.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":"files","text":null,"files":[{"url":"https://d3epheqghktydj.cloudfront.net/generate-consistent-ai-characters-across-input-2-4eee6f0318fc.png","filename":"input 2.png","alt":"Three-quarter face portrait","role":"input"}],"modality":"image","stresses":["Identity preservation with partial face angle","Hair texture and updo retention","Skin tone fidelity","Reference-image difficulty under softer lighting"]},"tool_page_slug":"chatgpt","tool_url":"https://aidemos.com/tools/chatgpt","permalink":"https://aidemos.com/evidence/8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef","api_url":"https://ai.aidemos.com/v1/observations/8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef"},"peers":[{"id":"835c9105-4bf9-4973-bb87-e95bbb06de11","tool":"gemini","tool_name":"Gemini","verdict":"worked","score":null,"score_total":null,"note":"The crowded market prompt is followed strongly, with a busy outdoor background, realistic crowd density, market stalls, and a natural walking pose with tote bag.","artifact_count":2,"thumbnail":"https://d3epheqghktydj.cloudfront.net/gemini-input-2-1c4e066a03c3.png","evidence_url":"https://aidemos.com/evidence/835c9105-4bf9-4973-bb87-e95bbb06de11"},{"id":"a16d1328-7e31-4ecf-ad70-5f32d9129b28","tool":"imagineart","tool_name":"ImagineArt","verdict":"worked","score":null,"score_total":null,"note":"The interrogation-room output follows the clothing, lighting, pose, and environment accurately.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/imagineart-imagineart-input2-interrogation-ce155eab95e8.jpg","evidence_url":"https://aidemos.com/evidence/a16d1328-7e31-4ecf-ad70-5f32d9129b28"},{"id":"20c6ad99-1b5e-4ad0-9a15-b1c8e13515d7","tool":"leonardo-ai","tool_name":"Leonardo AI","verdict":"worked","score":null,"score_total":null,"note":"It can stage a lively crowded market with a natural walking pose, sari styling and believable bag placement.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/leonardo-ai-leonardo-input2-market-e07cdb7d2b76.jpg","evidence_url":"https://aidemos.com/evidence/20c6ad99-1b5e-4ad0-9a15-b1c8e13515d7"}],"other_criteria":[{"id":"e922f661-f08e-4080-b888-372f905ec1c7","criterion":"accessory-and-detail-retention","criterion_name":"Accessory & detail retention","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Retains the bindi and strong brows in the frontal output, while only slightly darkening skin tone relative to the reference.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/e922f661-f08e-4080-b888-372f905ec1c7"},{"id":"8b496d76-afd9-4658-b0a0-2b73533010ff","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Delivers the requested cold, guarded, unsmiling expression with the exact vibe the prompt asked for.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/8b496d76-afd9-4658-b0a0-2b73533010ff"},{"id":"65f7903c-08c2-4f33-987b-43e5e8b93aa7","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Becomes very hard to verify once the face turns too far, and the report says the bindi disappears entirely, leaving the identity lock extremely weak.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/65f7903c-08c2-4f33-987b-43e5e8b93aa7"},{"id":"0d13a121-3d00-4ff1-a1f2-e9f788a60b06","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Preserves face shape and structure well in a frontal composition, though the report notes a slight darkening and a marginally wider, rounder face than the reference.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/0d13a121-3d00-4ff1-a1f2-e9f788a60b06"}],"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":"835c9105-4bf9-4973-bb87-e95bbb06de11","tool":"gemini","tool_name":"Gemini","verdict":"worked","score":null,"score_total":null,"note":"The crowded market prompt is followed strongly, with a busy outdoor background, realistic crowd density, market stalls, and a natural walking pose with tote bag."},{"id":"a16d1328-7e31-4ecf-ad70-5f32d9129b28","tool":"imagineart","tool_name":"ImagineArt","verdict":"worked","score":null,"score_total":null,"note":"The interrogation-room output follows the clothing, lighting, pose, and environment accurately."},{"id":"20c6ad99-1b5e-4ad0-9a15-b1c8e13515d7","tool":"leonardo-ai","tool_name":"Leonardo AI","verdict":"worked","score":null,"score_total":null,"note":"It can stage a lively crowded market with a natural walking pose, sari styling and believable bag placement."}]}