It preserves curl volume and hair texture better in the market scene than it does in the interrogation scene.
What was measured
Accessory & detail retention
Retention of specific features — bindi, hair texture, skin tone, jewellery.
decisive for this rankingtransformation
Small identifying details like jewellery, bindi, hair texture, and skin tone are part of maintaining a consistent character identity across generations. (3 of 3 judges)
What was given, what came back
Test input: Three-quarter face portrait · image
Input — what we sent

Input not captured
This run recorded no prompt or input file for the test, so we cannot show you what produced the result below. Capture gaps are tracked, not hidden.
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.
Why this input is hard
- · Identity preservation with partial face angle
- · Hair texture and updo retention
- · Skin tone fidelity
- · Reference-image difficulty under softer lighting
Output — unretouched

Also checked on this input — same tool, 5 other criteria
Expression accuracy✗ FailedThe same neutral-expression failure repeats on a second reference, so the tool still misses the prompt's angry, guarded tone.Identity preservation◐ MixedOn a harder 3/4 reference, it can keep face shape, skin tone and eyebrows close, but the hair geometry drifts enough that the result is only partly faithful.Identity preservation◐ MixedWhen the face is turned partly away in a busy scene, the output still feels like the same character but cannot be fully verified.Scene compliance✓ WorkedIt can stage a lively crowded market with a natural walking pose, sari styling and believable bag placement.Scene compliance◐ MixedIt reproduces the formal outfit and room, but the lighting becomes too bright and clean for an interrogation scene.
Provenance
- Observation
- 7f6c2346-13f2-4233-9c20-368f93acf245
- Evidence run
- 1dfb8fa4-f7f0-47dc-911b-7db3af467e9a
- Study
- Generate Consistent AI Characters Across Different Scenes and Poses
- Research task
- 86b96df11
- Tested at
- not recorded
- Source
- first-party
- Evidence state
- verified
- Proof shown
- input + output shown
- Cost / latency
- not captured
- Repeat run
- not captured
- Tester
- not captured
The last three rows are honest blanks, not placeholders — our capture has no field for them yet.
Query this
get_evidence({
tool: "leonardo-ai"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, same check — 4 other tools
measured on Accessory & detail retention
ChatGPT✓ WorkedRetains the bindi and strong brows in the frontal output, while only slightly darkening skin tone relative to the reference.Gemini✓ WorkedA busy market scene can still preserve fine clothing and hair details, keeping the sari, blouse, hairstyle, and curly hair texture recognizable.ImagineArt⚠ StruggledThe market output lightens the skin tone, removes visible skin marks and scars through smoothing, and makes the lips look less full and more evenly coloured.Scenario✓ WorkedIt retains curly hair texture especially well for the secondary reference, which the report calls the best hair result for that input.
This evidence is published in
Real inputs and real outputs, no retouching · every cell queryable via API & MCP · aidemos.com