{"observation":{"id":"f9bd9056-0c1f-477c-8cb4-f0a2e6428dbc","tool":"gemini","tool_name":"Gemini","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":"The horse-riding prompt is followed strongly, including the dusty desert setting, sunset lighting, horse motion, riding costume, gloves, boots, scarf, and believable action pose.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/gemini-input-1-abf743cbaaf0.png","role":"input","alt":"Chatgpt input 1.png"},{"url":"https://d3epheqghktydj.cloudfront.net/gemini-gemini-input1-horseride-47b5ff96d9d5.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":["Baseline identity preservation","Accessory retention","Best-case frontal face matching","Consistent character reuse across varied scenes"]},"tool_page_slug":"gemini","tool_url":"https://aidemos.com/tools/gemini","permalink":"https://aidemos.com/evidence/f9bd9056-0c1f-477c-8cb4-f0a2e6428dbc","api_url":"https://ai.aidemos.com/v1/observations/f9bd9056-0c1f-477c-8cb4-f0a2e6428dbc"},"peers":[{"id":"bff43a61-6f40-4da2-922d-1c38161337af","tool":"chatgpt","tool_name":"ChatGPT","verdict":"worked","score":null,"score_total":null,"note":"Follows the full-frontal interrogation setup precisely: the navy shirt, hands on the metal table, and plain background are all present as prompted.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-input1-interrogation-ac70251ebac4.png","evidence_url":"https://aidemos.com/evidence/bff43a61-6f40-4da2-922d-1c38161337af"},{"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":"d08a8783-fc20-4cf5-8b89-47e25f9f73b7","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The tool can capture a prompted angry and guarded mood, with direct eye contact and an intense expression in the interrogation shot.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/d08a8783-fc20-4cf5-8b89-47e25f9f73b7"},{"id":"e124c476-ed64-4388-883d-129c53045500","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Against the full-frontal reference, the warm cafe output can drift into a different character: it was judged very weak and the report says multiple facial features changed.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/e124c476-ed64-4388-883d-129c53045500"},{"id":"af4776d3-f013-4967-a4a8-bd0db677c8e4","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"In the horse-riding scene, the tool can erase the reference face entirely: the report calls the identity match very weak and says the output is a completely different character with changed face shape, eyes, and eyebrows.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/af4776d3-f013-4967-a4a8-bd0db677c8e4"},{"id":"dca3c251-2404-443c-b298-4ef168e9c42c","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The plain interrogation setup is the best identity anchor for this input, keeping the eyes, face shape, nose, and overall facial structure close to the reference.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/dca3c251-2404-443c-b298-4ef168e9c42c"}],"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":"bff43a61-6f40-4da2-922d-1c38161337af","tool":"chatgpt","tool_name":"ChatGPT","verdict":"worked","score":null,"score_total":null,"note":"Follows the full-frontal interrogation setup precisely: the navy shirt, hands on the metal table, and plain background are all present as prompted."},{"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."}]}