Watermark Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
99.4AUC
4
May 7, 2026
100TPR
4
Apr 20, 2026
99.39TPR (%)
4
Apr 20, 2026
99.64TPR
4
Apr 20, 2026
0.98True Positive Rate @ 10% FPR
4
Apr 8, 2026
0.005Detection Time (s)
4
Apr 3, 2026
0.71Delta Q (Δ̂q)
4
Feb 26, 2026
84.1AUROC
4
Feb 26, 2026
0.799AUROC
4
Feb 26, 2026
98Performance @ Threshold 0.3
4
Feb 26, 2026
100Detection Success Rate (Threshold 0.3)
4
Feb 26, 2026
90.2Pegasus Detection Rate
4
Feb 26, 2026
62.4F1 Score
3
Jul 9, 2026
62.9F1 Score
3
Jul 9, 2026
62.5F1 Score
3
Jul 9, 2026
63F1 Score
3
Jul 9, 2026
83Reported Accuracy
3
May 21, 2026
98.3AUC
3
May 7, 2026
97.5AUC
3
May 7, 2026
98.1AUC
3
May 7, 2026
0Pu (R=0)
3
Feb 26, 2026
-38Delta Cosine (%)
3
Feb 26, 2026
1,276Delta Cosine (%)
3
Feb 26, 2026
356Δcos (%)
3
Feb 26, 2026
98TPR @ 1% FPR
2
May 12, 2026