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adaptive resolution 1flood prediction 1label aggregation 1noisy labels 1remote sensing 1segmentation evaluation 1

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1 paper

cs.CV2026

A Novel Method to Evaluate Models on Unreliable, Noisy and Inconsistent Labels: Adaptive Resolution Label Aggregation (ARLA)

Natasha Randall, Gernot Heisenberg

The paper proposes Adaptive Resolution Label Aggregation (ARLA), a technique that dynamically adjusts the resolution of labels and model predictions during inference to more accura…