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Papers Benchmarks Datasets Tasks

Probabilistic Calibration research benchmarks · SOTA2 Research

Probabilistic Calibration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Combined 20K labeled samples

0.076Brier Score

5

Feb 26, 2026

PadChest 20K labeled samples

0.066Brier Score

5

Feb 26, 2026

CheXpert (20K labeled samples)

0.09Brier Score

5

Feb 26, 2026

MIMIC-CXR 20K labeled samples

0.083Brier Score

5

Feb 26, 2026

Popular datasets

CheXpert PadChest MIMIC-CXR Combined

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