Uncertainty Estimation - Groups

Shifts Dataset

The Shifts Dataset: a large, standardized dataset for evaluation of uncertainty estimates and robustness to realistic, curated distributional shift.
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Masked Classes Dataset

The masked classes dataset is a subset of the ImageNet dataset, where some class labels are masked.
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Binned Classes Dataset

The binned classes dataset is a subset of the ImageNet dataset, divided into bins based on class labels.
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Density-Aware NeRF Ensembles (DANE) dataset

This dataset is used for density-aware NeRF ensembles.
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4 datasets found