Thanks Alex for the answer.
Compilation and installation worked like a charm finally!
I had to run ccmake with -DVTK_IOS_BUILD=ON (not sure if the problem came from running cmake-gui when I first posted my question).
BTW, no need to call make install. After building the project, the vtk.framework is installed in CMAKE_FRAMEWORK_INSTALL_PREFIX.
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