聚焦海上视觉的实时精准预测，发布5项基准挑战。
4th Workshop on Maritime Computer Vision (MaCVi): Challenge Overview
- 设置5个强调实时性与准确性的海上视觉挑战。
- 提供数据集、排行榜及评估协议，支持跨挑战分析。
- 收录顶尖团队技术报告，指导实际系统设计。
2026年计算机视觉顶级会议CVPR期间举办的第四届海上计算机视觉研讨会（MaCVi 2026）包含五个基准挑战，重点关注预测精度与嵌入式实时可行性。本报告概述了挑战设置、评估协议、数据集与基准赛道，并展示各方法的定量结果、定性对比及跨挑战趋势分析。同时收录表现优异团队的技术报告，提炼出实用的设计选择与经验教训。所有数据集、排行榜与挑战资源均可在https://macvi.org/workshop/cvpr26获取。
原文摘要 · Abstract (English)
The 4th Workshop on Maritime Computer Vision (MaCVi) is organized as part of CVPR 2026. This edition features five benchmark challenges with emphasis on both predictive accuracy and embedded real-time feasibility. This report summarizes the MaCVi 2026 challenge setup, evaluation protocols, datasets, and benchmark tracks, and presents quantitative results, qualitative comparisons, and cross-challenge analyses of emerging method trends. We also include technical reports from top-performing teams to highlight practical design choices and lessons learned across the benchmark suite. Datasets, leaderboards, and challenge resources are available at https://macvi.org/workshop/cvpr26.
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