\begin{table}[htbp] \centering\scriptsize \caption{Task B — unadjusted Diebold--Mariano $p$-values and Giacomini--White conditional-predictive-ability $p$-values against the no-change forecast}\label{tab:gw_b} \resizebox{\textwidth}{!}{% \begin{tabular}{lrrrrrrrr} \toprule Model & h=1: DM $p$ & h=1: GW $p$ & h=3: DM $p$ & h=3: GW $p$ & h=6: DM $p$ & h=6: GW $p$ & h=12: DM $p$ & h=12: GW $p$ \\ \midrule Mean growth & 0.800 & 0.972 & 0.560 & 0.001 & 0.473 & 0.003 & 0.798 & 0.000 \\ Momentum & 0.324 & 0.075 & 0.344 & 0.063 & 0.574 & 0.069 & 0.896 & 0.376 \\ Random walk with drift & 0.022 & 0.044 & 0.261 & 0.000 & 0.375 & 0.000 & 0.773 & 0.001 \\ Seasonal naive & 0.000 & 0.000 & 0.270 & 0.001 & 0.327 & 0.000 & 0.773 & 0.001 \\ AR(2), cell & 0.278 & 0.496 & 0.072 & 0.099 & 0.109 & 0.035 & 0.712 & 0.000 \\ Local linear trend & 0.000 & 0.000 & 0.000 & 0.000 & 0.000 & 0.000 & 0.000 & 0.000 \\ Ridge (panel) & 0.067 & 0.103 & 0.052 & 0.098 & 0.367 & 0.004 & 0.898 & 0.010 \\ LightGBM (panel) & 0.001 & 0.000 & 0.007 & 0.005 & 0.086 & 0.067 & 0.855 & 0.011 \\ MLP (panel) & 0.471 & 0.698 & 0.229 & 0.327 & 0.610 & 0.003 & 0.595 & 0.000 \\ LSTM & 0.069 & 0.150 & 0.314 & 0.184 & 0.254 & 0.002 & 0.945 & 0.107 \\ GRU & 0.124 & 0.243 & 0.106 & 0.190 & 0.229 & 0.007 & 0.894 & 0.007 \\ TCN & 0.501 & 0.649 & 0.208 & 0.220 & 0.229 & 0.045 & 0.880 & 0.046 \\ TFT-lite & 0.223 & 0.304 & 0.817 & 0.261 & 0.876 & 0.011 & 0.966 & 0.000 \\ BHPF & 0.082 & 0.118 & 0.064 & 0.120 & 0.469 & 0.001 & 0.918 & 0.000 \\ RAREF & 0.055 & 0.075 & 0.092 & 0.171 & 0.364 & 0.001 & 0.915 & 0.016 \\ QANSS & 0.030 & 0.027 & 0.037 & 0.066 & 0.217 & 0.001 & 0.792 & 0.004 \\ DSGFN & 0.605 & 0.320 & 0.223 & 0.154 & 0.372 & 0.015 & 0.919 & 0.000 \\ QREFA & 0.092 & 0.038 & 0.050 & 0.096 & 0.215 & 0.018 & 0.959 & 0.000 \\ \bottomrule \end{tabular}} \par\vspace{3pt}\parbox{\textwidth}{\footnotesize The Giacomini--White test regresses the loss differential on a constant and its own lag; a rejection means the relative accuracy of the two forecasts is predictable from the past.} \end{table}