How many "incomplete open hypercubes" are there in four dimensions?

Sol LeWitt's artwork "Incomplete Open Cubes" enumerates all distinct connected sets of edges of the cube which do not collapse into a smaller dimension (a figure that lies in the plane, or a single line.) There are 123 such figures, if we exclude the full cube, that are distinct under rotation but not reflection. How many are there if we consider 4-dimensional or 5-dimensional hypercubes? How would we calculate it?

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