In Forward Bias, the depletion layer becomes thinner, enabling charge carriers to move across the junction easily, which results in low resistance. In Reverse Bias, the depletion layer expands, blocking the movement of charge carriers and producing high resistance. A properly working diode should clearly exhibit this difference.
A good diode should show low resistance in forward bias and high resistance in reverse bias.