Update README.md

README.md

@@ -55,7 +55,32 @@ The following hyperparameters were used during training:
 
 ### Performance Overview:
 
-
+\begin{table}[h]
+    \centering
+    \begin{tabular}{|l|c|c|c|}
+    \hline
+    \textbf{Model Name} & \textbf{WER} & \textbf{CER} & \textbf{Number of Parameters}\\ \hline
+    Whisper Tiny & 0.46 & 0.27 & 39M \\ \hline
+    Whisper Base & 0.42 & 0.26 & 74M \\ \hline
+    Whisper Small & 0.39 & 0.26 & 244M \\ \hline
+    Whisper Medium & 0.37 & 0.23 & 769M \\ \hline
+    Whisper Large v3 & 0.33 & 0.18 & 1.55B \\ \hline
+    \textbf{Whisper Medical} & \textbf{0.19} & \textbf{0.10} & \textbf{1.55B} \\ \hline
+    \end{tabular}
+    \caption{Performance of foundation Whispers vs Medical Whisper on the Validation set.}
+    \label{tab:whisper_models}
+\end{table}
+
+\begin{table}[h]
+    \centering
+    \begin{tabular}{|>{\bfseries}l|>{\bfseries}c|>{\bfseries}c|}
+    \hline
+    Model Name & WER & CER \\ \hline
+    Whisper Medical & 0.24 & 0.13 \\ \hline
+    \end{tabular}
+    \caption{Performance of Whisper Medical on the Test set (Generalization ability).}
+    \label{tab:whisper_medical_test}
+\end{table}
 
 ### Framework versions