ResearchBenchmarksDeception Detection on Synthetic Deception facts (held-out)Deception Detection on Synthetic Deception facts (held-out)Follow100Orientation AccuracyRIFT9597.5100102.5Jun 15, 2026Evaluation resultsMethodMethodLinksOrientation AccuracyCosine Similarity (Supervised vs Unsupervised)RIFTModel=GPT-2 smallModel=GPT-2 small2026.061001RIFTModel=GPT-2 mediumModel=GPT-2 medium2026.061001RIFTModel=GPT-2 small, see...Model=GPT-2 small, seeds=32026.06100—