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MACE dataset and benchmarks · SOTA2 Research

Research Datasets

MACE

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Confidence Calibration

MACE (test)

81.2AUROC

84

Model Calibration

MACE

82.4AUROC

84

LLM Calibration

MACE

8.6ECE

60

MACE Prediction

MACE Prediction n=350 (test)

81.8AUROC

1

Popular tasks

Model Calibration Confidence calibration LLM Calibration MACE Prediction

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