add shared axis for Scattergeo and other map plots

I am trying to create two scattergeo-maps with synchronized axis. It seems like this feature is not implemented, but it would be very helpful. Are there any known workarounds?

Please find a minimal code example below.

from plotly.subplots import make_subplots
import plotly.graph_objects as go

# Geoscatter problem: axis are not synchronized
f_sub = make_subplots(1,2, shared_xaxes="all", shared_yaxes="all", specs=[[{"type": "scattergeo"}, {"type": "scattergeo"}]])

fig1 = go.Figure(go.Scattergeo())
fig2 = go.Figure(go.Scattergeo())

f_sub.add_traces(fig1.data, rows=1, cols=1)
f_sub.add_traces(fig2.data, rows=1, cols=2)

f_sub.show()

# Example for scatter (synchronised axis works)
f_sub = make_subplots(1,2, shared_xaxes="all", shared_yaxes="all")

fig1 = go.Figure(go.Scatter())
fig2 = go.Figure(go.Scatter())

f_sub.add_traces(fig1.data, rows=1, cols=1)
f_sub.add_traces(fig2.data, rows=1, cols=2)

f_sub.show()

Here is a gif of the example that shows how Scatter has a shared x axis, but not Scattergeo (zoom of the map on the left side does not get update):

Start by reproducing the minimal make_subplots example with two scattergeo plots and compare it with the working Scatter example. Trace how shared_xaxes and shared_yaxes are handled for scattergeo; done means zooming one map updates the other without regressing synchronized axes for Scatter.