diff --git a/lib/mpl_toolkits/axes_grid1/axes_grid.py b/lib/mpl_toolkits/axes_grid1/axes_grid.py
index 1d6d6265e86f..0a5189fe45aa 100644
--- a/lib/mpl_toolkits/axes_grid1/axes_grid.py
+++ b/lib/mpl_toolkits/axes_grid1/axes_grid.py
@@ -32,7 +32,16 @@ def colorbar(self, mappable, *, ticks=None, **kwargs):
def toggle_label(self, b):
axis = self.axis[self.orientation]
- axis.toggle(ticklabels=b, label=b)
+ axis.toggle(ticks=b, ticklabels=b, label=b)
+ opposite_axis = {
+ 'top': 'bottom',
+ 'bottom': 'top',
+ 'right': 'left',
+ 'left': 'right'
+ }
+
+ _axis = self.axis[opposite_axis.get(self.orientation)]
+ _axis.toggle(ticks=False, ticklabels=False, label=False)
def cla(self):
orientation = self.orientation
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