Direct experience: If interpretation refers to understanding something through explanation or analysis, the opposite could be experiencing something directly, without needing any interpretation.
Misinterpretation: The opposite of a correct interpretation could be a misinterpretation, which is a misunderstanding or incorrect understanding.
Literal meaning: If interpretation refers to finding a deeper meaning or symbolism, the opposite could be the literal meaning, which is the direct and plain meaning of something.
Objective observation: Interpretation can sometimes be subjective, while the opposite would be an objective observation, which is a factual and unbiased observation.
Absence of understanding: If interpretation is the process of understanding, the opposite could be the complete absence of understanding, meaning not grasping the meaning at all.
No explanation: If interpretation involves explaining something, the opposite could be simply leaving something unexplained.
Ultimately, the best opposite word for "interpretation" depends on the specific situation and the intended meaning.