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Question Answering Calibration research benchmarks · SOTA2 Research

Question Answering Calibration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OOD Evaluation (Squad, WQ, CWQ, MSQ, PopQA)

5Squad Calibration Score

11

Mar 5, 2026

In-Domain Evaluation NQ, TQ, HQ, 2Wiki, Pararel

0.05Calibration Error (NQ)

11

Mar 5, 2026

0.626AUC

5

Feb 26, 2026

HotpotQA (test)

65.7Accuracy

5

Feb 26, 2026

TriviaQA (test)

72Accuracy

5

Feb 26, 2026

SQuAD adversarial (test)

70.3Accuracy

5

Feb 26, 2026

Popular datasets

HotpotQA SQuAD TriviaQA ADVHOTPOT In-Domain Evaluation

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