{"observation":{"id":"bc2d761a-8541-43ff-83a0-014ce45ad8d2","tool":"scenario","tool_name":"Scenario","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":[{"url":"https://d3epheqghktydj.cloudfront.net/generate-consistent-ai-characters-across-input-1-0a5b273f1acd.png","role":"input","filename":"input 1.png"}],"stresses":["Baseline identity preservation","Accessory retention","Best-case frontal face matching","Consistent character reuse across varied scenes"],"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.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/scenario-scenario-input1-interrogation-8a626f0b95c8.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-1-0a5b273f1acd.png","filename":"input 1.png","alt":"Full frontal portrait","role":"input"}],"modality":"image","stresses":["Baseline identity preservation","Accessory retention","Best-case frontal face matching","Consistent character reuse across varied scenes"]},"tool_page_slug":"scenario","tool_url":"https://aidemos.com/tools/scenario","permalink":"https://aidemos.com/evidence/bc2d761a-8541-43ff-83a0-014ce45ad8d2","api_url":"https://ai.aidemos.com/v1/observations/bc2d761a-8541-43ff-83a0-014ce45ad8d2"},"peers":[{"id":"73459b52-0b45-453e-b26a-b2c96a3eeb39","tool":"chatgpt","tool_name":"ChatGPT","verdict":"mixed","score":null,"score_total":null,"note":"Only partially follows the cafe scene: the subject placement is correct, but the background stays weak and the coffee cup and plate are barely visible, so the environment lacks atmosphere.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-input1-warm-cafe-fd6cb3b29e87.png","evidence_url":"https://aidemos.com/evidence/73459b52-0b45-453e-b26a-b2c96a3eeb39"},{"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"}],"other_criteria":[{"id":"6a1796e6-76aa-4a88-84d2-ba870e97737e","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"It fails to map an angry or guarded prompt onto the face; the output stays neutral or calm and even reads with a slight smile.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/6a1796e6-76aa-4a88-84d2-ba870e97737e"},{"id":"ed66c473-a880-4d06-8d75-0990ec076849","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The tool can keep a subject recognisably the same person in an action scene, with face shape, eyes, and overall look staying close to the reference.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/ed66c473-a880-4d06-8d75-0990ec076849"}],"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":"73459b52-0b45-453e-b26a-b2c96a3eeb39","tool":"chatgpt","tool_name":"ChatGPT","verdict":"mixed","score":null,"score_total":null,"note":"Only partially follows the cafe scene: the subject placement is correct, but the background stays weak and the coffee cup and plate are barely visible, so the environment lacks atmosphere."},{"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."}]}