diff --git a/Paper/AllSkyMC/plot_data.py b/Paper/AllSkyMC/plot_data.py
index 73ad1e704f4c137a4d2a655116b2694fb64f5e7b..ac7fd8670c2bca30f27091fa41b689bde283dfc7 100644
--- a/Paper/AllSkyMC/plot_data.py
+++ b/Paper/AllSkyMC/plot_data.py
@@ -70,7 +70,7 @@ ax.plot(depths_smooth, recovery_analytic, '-k', label='Theoretical maximum')
 
 
 ax.set_ylim(0, 1.05)
-ax.set_xlabel(r'Signal depth', size=10)
+ax.set_xlabel(r'Sensitivity depth', size=10)
 ax.set_ylabel(r'Recovered fraction', size=10)
 ax.legend(loc=1, frameon=False)
 
diff --git a/Paper/AllSkyMC/runTimeHist.png b/Paper/AllSkyMC/runTimeHist.png
index 75e39cdc4303c0f3f6046c4a0a2ec08882b8feca..dd96cf963d456bf02beac3c1455eaf1f067ae9a0 100644
Binary files a/Paper/AllSkyMC/runTimeHist.png and b/Paper/AllSkyMC/runTimeHist.png differ
diff --git a/Paper/DirectedMC/plot_data.py b/Paper/DirectedMC/plot_data.py
index 6f3e7aa5c25c157fb8355d449e37e569763a2129..73155f49af389a5d629d7788f060252f73b02387 100644
--- a/Paper/DirectedMC/plot_data.py
+++ b/Paper/DirectedMC/plot_data.py
@@ -70,7 +70,7 @@ ax.plot(depths_smooth, recovery_analytic, '-k', label='Theoretical maximum')
 
 
 ax.set_ylim(0, 1.05)
-ax.set_xlabel(r'Signal depth', size=10)
+ax.set_xlabel(r'Sensitivity depth', size=10)
 ax.set_ylabel(r'Recovered fraction', size=10)
 ax.legend(loc=1, frameon=False)
 
diff --git a/Paper/DirectedMC/runTimeHist.png b/Paper/DirectedMC/runTimeHist.png
index 7cfbd5251a835709bcc34557513715c9e4916380..73fb0cb48e185013d430665c3ff00119ac12f81b 100644
Binary files a/Paper/DirectedMC/runTimeHist.png and b/Paper/DirectedMC/runTimeHist.png differ
diff --git a/Paper/allsky_recovery.png b/Paper/allsky_recovery.png
index c85ac93bcff11bf9e9d8487171cbe221b6437787..456f4a0917ce122a02ca34c5d0c59a03d3c83c68 100644
Binary files a/Paper/allsky_recovery.png and b/Paper/allsky_recovery.png differ
diff --git a/Paper/directed_recovery.png b/Paper/directed_recovery.png
index 5b0dfb25e6c479cb4ea7eea0c3fe4ab05e97ba75..7c93d66c05c4b7f606a4f9fb68da4cc9ec855f90 100644
Binary files a/Paper/directed_recovery.png and b/Paper/directed_recovery.png differ