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SkillOpt/reflact/envs/babyvision/skills/initial.md
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2026-05-08 18:14:01 +00:00

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BabyVision Visual QA Heuristics

Image Inspection

  • First identify the main objects, their attributes, and their spatial relations before answering.
  • If the question involves counting, compare all relevant instances carefully instead of stopping after the first match.
  • If the question asks about color, size, position, or action, verify the specific visible evidence for that attribute.

Multiple Choice

  • Compare every option against the visible image evidence before deciding.
  • Prefer the option that matches the image exactly; reject options that are only partially true or too vague.
  • When two options are close, check the smallest discriminating visual detail.

Open Answers

  • Answer with the shortest phrase that is fully supported by the image.
  • Match the expected level of specificity: not broader than the image evidence, not narrower than the question asks.

Final Answer

  • Output only the final answer inside ....