{"observation":{"id":"1d7eac2d-40a7-4ad1-b7d3-07add2186115","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":"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":"The interrogation-room prompt is followed well, including the table, plain wall, overhead light, formal clothing, and clinical lighting.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/gemini-input-2-1c4e066a03c3.png","role":"input","alt":"Input 2.png"},{"url":"https://d3epheqghktydj.cloudfront.net/gemini-gemini-input2-interrogation-62c75d7431c4.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":"gemini","tool_url":"https://aidemos.com/tools/gemini","permalink":"https://aidemos.com/evidence/1d7eac2d-40a7-4ad1-b7d3-07add2186115","api_url":"https://ai.aidemos.com/v1/observations/1d7eac2d-40a7-4ad1-b7d3-07add2186115"},"peers":[{"id":"8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef","tool":"chatgpt","tool_name":"ChatGPT","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.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/chatgpt-chatgpt-input2-interrogation-c78a75b73445.png","evidence_url":"https://aidemos.com/evidence/8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef"},{"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":"84e483a7-bbbe-4f0b-8b0a-242be173f910","criterion":"accessory-and-detail-retention","criterion_name":"Accessory & detail retention","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"A busy market scene can still preserve fine clothing and hair details, keeping the sari, blouse, hairstyle, and curly hair texture recognizable.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/84e483a7-bbbe-4f0b-8b0a-242be173f910"},{"id":"7d21adab-f4e6-4f0a-9975-37fabe9dc1c2","criterion":"expression-accuracy","criterion_name":"Expression accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"The tool can miss the requested emotion entirely, producing a neutral and emotionless face instead of the prompted angry and guarded look.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/7d21adab-f4e6-4f0a-9975-37fabe9dc1c2"},{"id":"1a0bf38a-fcde-4dc7-977f-cf458af631b5","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"In the crowded market scene, the character stays highly recognisable, preserving face shape, smile, eyebrows, and overall facial structure.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/1a0bf38a-fcde-4dc7-977f-cf458af631b5"},{"id":"384e897c-c4a6-4bc4-a19d-1afddd298650","criterion":"identity-preservation","criterion_name":"Identity preservation","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"With a 3/4 reference, the interrogation-room output still preserves identity well, keeping face shape, skin tone, curly hair texture, eyebrows, and overall structure close to the input.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/384e897c-c4a6-4bc4-a19d-1afddd298650"}],"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":"8e6c6b91-aa81-4f53-bbf7-a4fb3b34dbef","tool":"chatgpt","tool_name":"ChatGPT","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."},{"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."}]}