Evaluator VLMs frequently fail to detect quality-degrading perturbations in I2T and T2I outputs, with failure rates exceeding 50% in some cases.
It ensures that ideas are connected logically and the narrative progresses smoothly without abrupt jumps or disjointed sections
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Seeing Isn't Believing: Uncovering Blind Spots in Evaluator Vision-Language Models
Evaluator VLMs frequently fail to detect quality-degrading perturbations in I2T and T2I outputs, with failure rates exceeding 50% in some cases.