This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge.
The task of the challenge focuses on processing eye movement recorded with
event cameras and predicting the pupil center of the eye. The challenge
emphasizes efficient eye tracking with event cameras to achieve good task
accuracy and efficiency trade-off. During the challenge period, 38 participants
registered for the Kaggle competition, and 8 teams submitted a challenge
factsheet. The novel and diverse methods from the submitted factsheets are
reviewed and analyzed in this survey to advance future event-based eye tracking
research.

这篇综述论文回顾了 AIS 2024 基于事件的眼动追踪（EET）挑战赛，该挑战聚焦于处理使用事件相机记录的眼动并预测眼睛的瞳孔中心，通过此挑战激励高效的眼动追踪与任务准确度和效率之间的权衡，同时回顾和分析了参赛者提交的挑战简报中的创新和多样化方法，以促进未来基于事件的眼动追踪研究的发展。