Gameplay Data with and without Aimbots

该数据集来源于人类参与者进行第一人称射击游戏《毁灭战士》（Doom）的实验，其中部分玩家使用了瞄准辅助软件（aimbots），另一部分则没有。数据集包含了玩家的行为、鼠标移动、造成的伤害、使用的武器、击杀数、死亡数以及敌人位置等信息。参与者来自实验室成员、作者同事以及FPS游戏社区。该数据集捕捉了不同技能水平玩家在游戏中的动态表现和瞄准辅助软件的性能。规模上，数据集涵盖了多个技能水平不同的参与者。任务目标是评估玩家在游戏中的表现以及瞄准辅助软件在游戏中的可检测性。

This dataset originates from experiments in which human participants played the first-person shooter (FPS) game *Doom*. Some participants utilized aimbots (aim assist software), while the remaining players did not.
The dataset includes comprehensive gameplay-related data, such as players' behavioral patterns, mouse movements, inflicted damage, selected weapons, kill counts, death counts, and enemy positions.
Participants were recruited from lab members, the authors' professional colleagues, and members of the FPS gaming community.
This dataset captures the dynamic in-game performance of players across diverse skill levels, alongside the operational performance of aimbots. In terms of scale, the dataset covers participants with a wide spectrum of gaming skill levels.
The core task objective of this dataset is to evaluate players' in-game performance and the detectability of aimbots within FPS gaming environments.