Building on noibe's previous comment, here's a way to accomplish it within the current version of iTerm2 (3.14.19).
Check Preferences > Profiles > Window > Custom window title
Preferences > Profiles > Window > Custom window title and enter something like:
\(currentTab.currentSession.path) \(currentTab.currentSession.columns)x\(currentTab.currentSession.rows)