I am looking for the most energy efficient fans. Would a fan with a lower horse power be more energy efficient?

All things being equal such as same motor RPM, Voltage, Service-Factor and Insulation: Yes a lower HP motor consumes less energy, the efficiency would depend on the CFM produced for the motor size.