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Scientific Claim Verification research benchmarks · SOTA2 Research

Scientific Claim Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCIFACT abstract-level (test)

89.9Support F1

12

Jun 9, 2026

Matter-of-Fact scientific claims

GPT-5-mini + Analytica-L

73Overall Accuracy

9

Apr 28, 2026

40.5Accuracy

6

Feb 26, 2026

93Precision (NE)

4

Apr 13, 2026

NealSmith abstract-level (test)

69.03SUP F1 Score

2

Jun 9, 2026

Popular datasets

SciFact Matter-of-Fact NealSmith

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