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Papers Benchmarks Datasets Tasks

Question Answering with Abstention research benchmarks · SOTA2 Research

Question Answering with Abstention

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Task Calibration

47BAS

24

May 12, 2026

0.2BAS

24

May 12, 2026

Unified Abstention Benchmark Suite (MMLU, GSM-MC, UMWP, Knowledge Crosswords, HellaSwag, Quail, Misconceptions, Propaganda, BBQ)

TRACE INVERSION

91.5MMLU Accuracy

24

Apr 3, 2026

91.4U-Ref

7

Apr 21, 2026

83.4Accuracy (A)

7

Apr 21, 2026

78.6Accuracy

7

Apr 21, 2026

Popular datasets

TriviaQA SimpleQA SelfAware Unified Abstention Benchmark Suite ABSTAIN

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