Three new Earth observation benchmark datasets with reference uncertainty values for regression, segmentation, and classification are introduced to evaluate machine learning uncertainty quantification methods.
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources,
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How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning
Three new Earth observation benchmark datasets with reference uncertainty values for regression, segmentation, and classification are introduced to evaluate machine learning uncertainty quantification methods.