alabnii/sciclaimeval-shared-task huggingface dataset:
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\begin{document}
\begin{table}
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\toprule
\textbf{Method} & \textbf{GSM8K} & \textbf{StrategyQA} & \textbf{MBPP} & \textbf{HumanEval} \\
\midrule
SCMoE & 66.94 & 76.29 & 48.80 & 41.46 \\
\midrule
SCMoE w/ ideal strong activations & \textbf{68.92} & \textbf{76.42} & \textbf{50.60} & 41.46 \\
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\caption{Table 2: Experimental results of different strong activations.
We set the weak activation with rank-$2$ routing.
For each benchmark,
we select the top-$k$ routing yielding the best performance in Figure~fig:figure1 as the ideal strong activation.
The specific hyperparameter settings can be found in Table~tab:a:strong.}
\end{table}
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