RWGAI/RWDS
收藏Hugging Face2025-06-18 更新2025-11-01 收录
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https://hf-mirror.com/datasets/RWGAI/RWDS
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资源简介：
Real-World Distribution Shifts (RWDS)数据集是一套针对人道主义和气候变化应用的三种新颖的域泛化基准测试数据集。这些数据集使研究人员能够调查在现实世界场景下基于卫星图像的对象检测中的空间域偏移。数据集评估模型在目标分布与源数据不同时的鲁棒性，特别是在灾害评估和气候应用方面。
The Real-World Distribution Shifts (RWDS) dataset is a suite of three novel domain generalisation benchmarking datasets focusing on humanitarian and climate change applications. These datasets enable the investigation of spatial domain shifts in satellite imagery-based object detection under real-world scenarios. The datasets evaluate model robustness when target distributions differ from source data, particularly focusing on disaster assessment and climate applications.
提供机构：
RWGAI
