This overview paper presents the results of the shared task for the second workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR). In this shared task participants submitted systems focused on either (i) video retrieval or (ii) grounded generation of articles given retrieved videos. Teams could submit to either task. For the retrieval task, we had 2 participating teams that submitted a total of 17 systems -- all of which beat a baseline derived from the winner of last year's shared task. On the generation side, we had 4 teams submit 16 systems. All teams had at least one generated report that was labeled the best by a human annotator.

翻译：本概述论文介绍了第二届多模态检索增强生成研讨会（MAGMaR）共享任务的结果。本次共享任务中，参赛团队提交的系统聚焦于（i）视频检索或（ii）基于检索视频的基于事实生成文章两个方向。团队可选择参与任一任务。在检索任务中，我们有两个参赛团队共提交了17个系统——所有系统均优于基于去年共享任务冠军模型构建的基线。在生成任务方面，四个团队提交了16个系统。所有团队至少有一个生成报告被人工标注者评为最佳。