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L1), introduces explicit counterfactual by providing both the altered objective laws and their outcomes (L, L2 and L
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T2I models falter dramatically in counterfactual scenarios, revealing their dependence on familiar visual patterns rather than true causal reasoning.
Even state-of-the-art T2I models falter in generating scientifically accurate illustrations, revealing critical gaps in text-rendering and reasoning capabilities.
