papers/zoo-agent-nft/sections/08-experimental-evaluation.tex

\section{Experimental Evaluation}

\label{sec:evaluation}

\subsection{Deployment Setup}

\begin{itemize}
    \item \textbf{Network}: Zoo Network testnet
    \item \textbf{Agents}: 1,247 Agent NFTs minted
    \item \textbf{Duration}: 6-month observation period
    \item \textbf{Total AUM}: \$47.3M across all agents
\end{itemize}

\subsection{Yield Performance}

\begin{table}[t]
\centering
\begin{tabular}{lcccc}
\toprule
\textbf{Yield Source} & \textbf{Avg APY} & \textbf{Median} & \textbf{Top 10\%} \\
\midrule
Compute contribution & 8.2\% & 7.5\% & 15.3\% \\
DeFi positions & 4.8\% & 3.2\% & 12.7\% \\
Task completion & 2.1\% & 1.4\% & 5.8\% \\
\midrule
\textbf{Total} & \textbf{12.3\%} & \textbf{10.8\%} & \textbf{24.1\%} \\
\bottomrule
\end{tabular}
\caption{Yield performance across Agent NFTs.}
\label{tab:yield}
\end{table}

\subsection{Autonomy Utilization}

\begin{table}[t]
\centering
\begin{tabular}{lcc}
\toprule
\textbf{Action Type} & \textbf{Autonomous} & \textbf{Owner Override} \\
\midrule
Trades & 94.7\% & 5.3\% \\
Staking & 98.2\% & 1.8\% \\
Governance votes & 87.3\% & 12.7\% \\
Yield claims & 100\% & 0\% \\
\bottomrule
\end{tabular}
\caption{Agent autonomy utilization rates.}
\label{tab:autonomy}
\end{table}

\subsection{Security Incidents}

Over 6 months:
\begin{itemize}
    \item 0 successful wallet drains
    \item 3 attempts blocked by autonomy bounds
    \item 1 owner emergency override (agent malfunction)
    \item 0 key compromises
\end{itemize}

\subsection{Market Activity}

\begin{table}[t]
\centering
\begin{tabular}{lcc}
\toprule
\textbf{Metric} & \textbf{Value} & \textbf{Growth} \\
\midrule
Total Agent NFTs & 1,247 & +340\% \\
Floor price & 2.4 ETH & +180\% \\
Trading volume & \$12.3M & -- \\
Avg agent value & \$37,900 & +95\% \\
\bottomrule
\end{tabular}
\caption{Agent NFT market statistics.}
\label{tab:market}
\end{table}