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When evaluating a multimodal generative model, which of the following metrics is MOST suitable for assessing the coherence and consistency between the generated image and its corresponding text description?
Correct Answer: C
The CLIP score directly measures the similarity between image and text embeddings in a joint multimodal space. It's designed to assess how well the generated image aligns with its text description. IS and FID focus solely on image quality. BLEU and perplexity focus solely on text quality. Therefore, only CLIP is a multimodal coherence metric.