No. Without trying to explain the physics of transmission line theory, I'll note that many if not all (I am not sure about the video standards VGA, Display Port, and DVI) of those standards are for differential lines, not single-ended, and thus twice the impedance of a single line. That is, Ethernet is the same as two 50-ohm lines with one in reverse polarity ("out of phase") relative to the other.
The bandwidth limitation
@Krunok mentioned is not due to the coax nor the capacitance in it.
Ideal capacitors and inductors do not lose energy though do cause shift phase. In a transmission line the capacitance and inductance is chosen to provide the target impedance which should match the source (driver) and load (receiver). You can think of the inductance as "cancelling" the capacitance (not really the way it works at the EM level but for hand-waving...) Look again at the basic transmission-line equations: If R = 0 (no loss) then frequency (w) drops out of the impedance equation. If everything is perfectly matched energy transfer occurs without loss at any frequency (no loss in bandwidth) and only a delay to pass through the line. Real resistance in the line causes loss and bandwidth reduction, and there are other real-world effects at RF and mW frequencies that do not really matter at very low frequencies like S/PDIF, as stated earlier.