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UMWP dataset and benchmarks · SOTA2 Research

Research Datasets

UMWP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Hallucination Detection

UMWP

89.6ROC-AUC

28

Hallucination Detection (Math Word Problems)

UMWP

89.1F1 Score

12

Abstention in Question Answering

UMWP Underspecified Context

94Abstention F1

10

UMWP

0.62False Positive Rate

5

Popular tasks

Math Reasoning Hallucination Detection Hallucination Detection (Math Word Problems)Abstention in Question Answering

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