\begin{table*}[h]
\centering
\small
\caption{Performance of self-supervised learning methods in terms of classification accuracy (along with standard deviations). The results of baselines are taken from official papers. ``OOM'' means out of memory on a GPU with 32 GB of memory.}
% \vspace{0.3cm}
\label{main}
\begin{tabular}{ll|llll}
\toprule
% \bfseries{Learning Paradigm} & \bfseries{Method}   & \bfseries{\multicolumn{4}{c}{Dataset}} \\
                  \bfseries{Paradigm} & \bfseries{Method}         & \bfseries{Cora}                      & \bfseries{Citeseer}                  & \bfseries{PubMed}                    & \bfseries{ogbn-arxiv}                  \\
\midrule
\multirow{3}{*}{Supervised}        & MLP      & 55.1                    & 46.5                    & 71.4                    & 55.50                     \\
                  & GCN      & 81.5                    & 70.3                    & 79.0                    & 71.74 $\pm$ 0.29             \\
                  & GAT      & 83.0  $\pm$  0.7            & 72.5  $\pm$  0.7            & 79.0  $\pm$  0.3            & 72.10 $\pm$  0.13             \\
\midrule
\multirow{9}{*}{Self-Supervised}   & DGI      & 82.3 $\pm$  0.6             & 71.8 $\pm$  0.7             & 76.8 $\pm$  0.6             & 70.34 $\pm$  0.16             \\
                  & GATE     & 83.2 $\pm$  0.6             & 71.8 $\pm$  0.8             & 80.9 $\pm$  0.3             & OOM                         \\
                  & GRACE    & 81.9 $\pm$  0.4             & 71.2 $\pm$  0.5             & 80.6 $\pm$  0.4             & 71.51 $\pm$  0.11             \\
                  & BGRL     & 82.7 $\pm$  0.5             & 71.1 $\pm$  0.8             & 79.6 $\pm$  0.5             & 71.64 $\pm$  0.12             \\
                  & LaGraph  & 84.1 $\pm$  0.3             & 73.0 $\pm$  0.4             & 80.9 $\pm$  0.3             & 71.71 $\pm$  0.21             \\
                  & GraphMAE & \underline{84.2 $\pm$ 0.4} & 73.4 $\pm$  0.4             & 81.1 $\pm$  0.4             & \underline{71.75 $\pm$ 0.17} \\
                  & InfoGCL  & 83.5 $\pm$  0.3             & \underline{73.5 $\pm$ 0.4} & 79.1 $\pm$  0.2             & OOM                         \\
                  & CCA-SSG  & 84.0 $\pm$  0.4             & 73.1 $\pm$  0.3             & \underline{81.2 $\pm$ 0.3} & 71.24 $\pm$  0.20             \\
                  & \method (ours)   & \textbf{84.4 $\pm$ 0.1}        & \textbf{74.6 $\pm$ 0.2}        & \textbf{83.8 $\pm$ 0.2}        & \textbf{72.08 $\pm$ 0.18} \\
\bottomrule
\end{tabular}
\vspace{0.5cm}
\label{tab:acc_small}
\end{table*}