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Papers Benchmarks Datasets Tasks

Claim Verification research benchmarks – Page 2 · SOTA2 Research

Claim Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

76Accuracy

12

Apr 21, 2026

FinDVer mini (test)

76Accuracy

12

Apr 21, 2026

94.32Accuracy

12

Feb 26, 2026

0.957Accuracy

12

Feb 26, 2026

73.62Accuracy

12

Feb 26, 2026

75.16Accuracy

12

Feb 26, 2026

76.69Accuracy

12

Feb 26, 2026

46.8Precision

12

Feb 26, 2026

82.4Verification Confidence

11

Feb 26, 2026

72.5Accuracy

10

Feb 26, 2026

Financial QA Datasets Aggregate

71.9Unconditional Accuracy

9

Apr 28, 2026

LLMAggreFact (test)

78.1Binary Accuracy

9

Apr 3, 2026

68.4Accuracy

8

Feb 26, 2026

CoverBench, LLM-AggreFact Out-of-Domain

68.6CoverBench Score

6

May 28, 2026

9 In-Domain datasets (FEVER, ClaimDecomp, HoVer, FEVEROUS, WiCE, Ex-FEVER, PubHealth, PubMedClaim, FoolMeTwice)

74.1FEVER Accuracy

6

May 28, 2026

71Accuracy

6

Feb 26, 2026

57.2Micro F1

6

Feb 26, 2026

0.846Micro F1

6

Feb 26, 2026

CheckThat! S (100+/100+) 2021 re-annotated (dev)

57.9Agreement

5

Feb 26, 2026

68Supported F1

4

Feb 26, 2026

FEVEROUS (test)

83.8Accuracy

4

Feb 26, 2026

74.1Accuracy

4

Feb 26, 2026

ALCE Human Evaluation

89Support Percentage

3

Jun 24, 2026

0.741Accuracy

3

Apr 23, 2026

64.7BAcc

3

Apr 3, 2026

Page 2 of 3

Popular datasets

HoVer AVeriTeC SciFact FEVEROUS DIALFACT

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