Unverified50% confidenceBenchmarkExact time
Under the best prompt, SemantEq-ProofAudit raises the recall on 407 equivalent statement pairs from 65.4% to 81.1%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/26/2026
First Seen
Valid until: 1/24/2027
Sources
Related Entities
Related Claims
UnverifiedIn passages that actually contain dataset citations, precision increases to 89.5%.75% similarUnverifiedBEq+ achieves 95.8% precision and 61.8% recall on the ProofNetVerif test set.72% similarUnverifiedAmong answers exempt from review, the correct rate rose from 97.5% to 99.8%.72% similarUnverifiedEvidence-driven pre-improvement validation improved precision from 58.6% to 72.3%, and reduced unsupported objectives per round from 1.93 to 0.50.71% similarUnverifiedAt the mention level, the model achieved an overall precision of 74.1% and a recall of 70.5%.70% similar
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