| SIMPLE BASELINE (sanity + aesthetic bias) | CONTROLLED VARIATION (multi-attribute prompts) | COMPLEX PROMPTS (relationships + reasoning) | HARD / FAILURE CASES | |
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| 1 | Subject clarity (minimal prompt) | Multi-object + attributes | Spatial relationships | Multi-subject + attributes |
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| 2 | Style adherence | Material + lighting interaction | Action + interaction | Complex scene description |
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| 3 | Photorealism baseline | Camera + realism | Counting + variation | Reflection + physics |
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| 4 | Composition / framing | Style fusion | Text rendering | Style + realism conflict |
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| 5 | Color control | Perspective / angle | Lighting logic | Compositional constraint |
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Overview
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