#noisy labels

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…