Automation and mobile robotics in work environments can lead to potential stress and cognitive overload.Subjective time perception is used as an indicator of well-being and cognitive strain.The study focuses on using eye-tracking data to estimate a person's subjective time perception in a human-swarm interaction scenario.The approach successfully estimates a person's time perception from eye-tracking data.