diff --git a/scripts/visualise_utils.py b/scripts/visualise_utils.py
index 66ec018..2403d2c 100644
--- a/scripts/visualise_utils.py
+++ b/scripts/visualise_utils.py
@@ -753,7 +753,7 @@ def get_scatter_plot(metrics, runs_table_df, legend=True, dataset="", save_path=
         data=runs_table_df_plot,
     )
     plt.xscale("log")
-    plt.xlabel(f"{metrics}")
+    plt.xlabel(f"{metrics} (Log Scale)")
     plt.ylabel(f"{dataset} Accuracy (out of 1.0)")
     if legend:
         plt.legend(bbox_to_anchor=(1.05, 1), loc="upper left")
diff --git a/scripts/vizualize_results_scatter.py b/scripts/vizualize_results_scatter.py
index 30c0ea5..210ea35 100644
--- a/scripts/vizualize_results_scatter.py
+++ b/scripts/vizualize_results_scatter.py
@@ -51,4 +51,4 @@
 
     print(f"Number of runs: {len(run_table)}")
 
-    get_scatter_plot(METRIC+" Log Scale", run_table, LEGEND, DATASET, save_path=SAVE_PATH)
+    get_scatter_plot(METRIC, run_table, LEGEND, DATASET, save_path=SAVE_PATH)