ResearchBenchmarksWatermark Detection on Human-authored texts 30% Word DeletionFollow99.2TPR (1% FPR)DEW69.45677.17884.992.622Jun 30, 2026Evaluation ResultsMethodMethodLinksTPR (1% FPR)TPR (5% FPR)DEWk=3, lambda=2.0k=3, lambda=2.02026.0699.299.6TS2026.069899.2SIR2026.069497.8X-SIR2026.0692.896.6DEWk=3, lambda=1.5k=3, lambda=1.52026.0691.898.8DEWk=5, lambda=2.0k=5, lambda=2.02026.0690.498.8ATW2026.068696.2DEWk=5, lambda=1.5k=5, lambda=1.52026.0670.692.8