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Papers Benchmarks Datasets Tasks

Hallucination Prediction research benchmarks · SOTA2 Research

Hallucination Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Explain (+ domain)

Conf + Probe (SCAO)

64.87Accuracy

20

Mar 11, 2026

Explain original

Conf + Probe (SCAO)

80.91Accuracy

20

Mar 11, 2026

Mintaka refined by question type and domain

75.51AUROC

20

Mar 11, 2026

Mintaka refined by question type

Conf + Probe (SCAO)

77.89AUROC

20

Mar 11, 2026

65Accuracy (Time)

16

Feb 27, 2026

HotpotQA + type

Conf + Probe (SCAO)

75.51AUROC

10

Mar 11, 2026

HotpotQA (original)

Conf + Probe (SCAO)

83.39AUROC

10

Mar 11, 2026

ParaRel + domain

Conf + Probe (SCAO)

69.24Accuracy

10

Mar 11, 2026

ParaRel original

82.29Accuracy

10

Mar 11, 2026

Mintaka (original)

Conf + Probe (SCAO)

79.41AUROC

10

Mar 11, 2026

Mintaka unrefined (original)

Conf + Probe (SCAO)

79.41AUROC

10

Mar 11, 2026

Explain domain refined

Conf + Probe (SCAO)

70.04AUROC

10

Mar 11, 2026

Explain unrefined (original)

Conf + Probe (SCAO)

85.42AUROC

10

Mar 11, 2026

61.22Flare

7

Jun 2, 2026

65Accuracy

6

Feb 27, 2026

29.4Accuracy (entity)

4

Feb 27, 2026

Popular datasets

Mintaka Explain HotpotQA PARAREL NQ

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