Instruction: Describe the metrics and methods used for assessing the effectiveness of a Multimodal AI system.
Context: This question tests the candidate's knowledge of performance evaluation, ensuring they can critically assess and iterate on their Multimodal AI designs.
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The way I'd approach it in an interview is this: I evaluate multimodal systems with task metrics, modality-ablation tests, robustness tests, and slice analysis. It is not enough to know the final score. I want to know whether the extra...