She caught my eye.

Literal

She [topic-は] my eyes [object-を] drew.

目を引く ('to draw the eyes') is a common idiom meaning 'to catch someone's attention.' The Japanese metaphor has the person's gaze being 'pulled' rather than 'caught,' but the effect parallels English 'catch one's eye.'