How does the expert utilization distribution of SMoES on VQA-CP v2 compare to top-k routing when evaluated und

Abstract

Abstract: Purpose The purpose of this paper is to provide a comprehensive, yet concise, overview of the considerations and metrics required for partial least squares structural equation modeling (PLS-SEM) analysis and result reporting. Preliminary considerations are summarized first, including reasons for choosing PLS-SEM, recommended sample size in selected contexts, distributional assumptions, use of secondary data, statistical power and the need for goodness-of-fit testing. Next, the metrics as well as the rules of thumb that should be applied to assess the PLS-SEM results are covered. Besides presen

Research Question

How does the expert utilization distribution of SMoES on VQA-CP v2 compare to top-k routing when evaluated under varying degrees of domain shift, measured by per-expert load entropy and accuracy drop relative to in-domain performance?

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Public corrections are additive records. Current status does not claim the synthesis is error-free.

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