Mutual correlation between a pair of coupled limit-cycle oscillators d
riven by external noise is analytically and numerically studied under
the assumption that those oscillators are nearly identical and weakly
coupled so that phase reduction is possible. For such a case that the
oscillators cannot entrain each other in the absence of noise, the cor
relation is enhanced by noise in a range of its intensity starting fro
m zero and then enfeebled beyond that range. This resonance-like pheno
menon, named correlation resonance, is theoretically explained and the
n demonstrated for coupled time-dependent Ginzburg-Landau equations, c
oupled Brusselators, and coupled Mackey-Glass equations as examples. A
ll these results suggest that the resonance is a fairly robust phenome
non. The case of mutually entrained oscillators is also discussed.