Adaptive Resolution Label Aggregation (ARLA) coarsens label and prediction together at chosen subpatch size and sensitivity so evaluation metrics better reflect true model error on noisy segmentation labels.
Weighted intersection over union (wiou) for evaluating image segmentation.Pattern Recognition Letters, 185:101–107, 2024
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A Novel Method to Evaluate Models on Unreliable, Noisy and Inconsistent Labels: Adaptive Resolution Label Aggregation (ARLA)
Adaptive Resolution Label Aggregation (ARLA) coarsens label and prediction together at chosen subpatch size and sensitivity so evaluation metrics better reflect true model error on noisy segmentation labels.