ResearchBenchmarksWatermark Detection on Human-authored texts 10% Word DeletionWatermark Detection on Human-authored texts 10% Word DeletionFollow100TPR (1% FPR)TS78.36883.98489.695.216Jun 30, 2026Evaluation resultsMethodMethodLinksTPR (1% FPR)TPR (5% FPR)TS2026.06100100DEWk=3, lambda=2.0k=3, lambda=2.02026.0699.899.8ATW2026.0699.6100DEWk=3, lambda=1.5k=3, lambda=1.52026.0697.899.4SIR2026.0696.698.4DEWk=5, lambda=2.0k=5, lambda=2.02026.0696.299.6X-SIR2026.0693.697.2DEWk=5, lambda=1.5k=5, lambda=1.52026.0679.297.4