Unverified50% confidenceSolutionExact time
In reference-image editing, the prompt structure should be "which features to keep + which elements to change," and it should explicitly require preserving recognizable facial features, expression, and skin texture, but you must not assume identity will be preserved and should check the result yourself.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
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Related Claims
UnverifiedWays to mitigate identity drift include: explicitly listing in the prompt the features that must be preserved (eye shape, hairline, jawline, expression), avoiding stacking too many styling instructions at once, and checking the result item by item against the original image after editing.79% similarUnverifiedStructured prompt frameworks or reference images can partially compensate for the absence of design constraints.69% similarUnverifiedSeparating references—using one reference image for the face and another for the clothing—can achieve decoupling of features across multiple images.69% similarUnverifiedA character profile should distinguish fixed traits (facial structure, eye color, hair color, signature marks) from flexible traits (expression, pose, camera angle, lighting, background, clothing).68% similarUnverifiedQwen-Image-2.1 emphasizes strict fidelity in portrait and product scenarios, preserving the original subject's features as much as possible during editing.67% similar
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