The dynamics of one-way information deficit, geometric quantum discord and quantum coherence in mixed bipartite qubit state in the presence of classical colored noise with 1/fα spectrum are investigated. The source of the noise spectrum is a single fluctuator with undetermined switching rate. The analysis is made under the frame work of collective coupling between the components of the system and environment. Qualitatively the responses of all the three quantities are similar to the noise, however, quantum coherence stands robust than the other two quantities. Depending on choice of the different regimes of the characteristic parameters of the noise, the decay in all the three quantities can be monotonic, damped oscillating or exhibiting sudden death with revivals.