Measure event marketing success via KPIs that you formulate before the event. Examples: leads, brand awareness (survey before and after), media attention, attendee satisfaction (NPS) and revenue from event contacts.
A good event marketing agency builds the measurement in as part of the event design. Not as an afterthought.