Cross-border exchanges, research grants, tourist visits, capital flows and investment between China and Australia are at their lowest levels in more than half a decade despite improving diplomatic ties.

Data compiled by The Australian Financial Review shows key metrics in the critical bilateral relationship have failed to return to levels before ties soured under the Turnbull and Morrison governments, and in some cases are shrinking.