Watermarking Robustness
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0Relative Drop
36
Feb 26, 2026
0.924ROC-AUC
11
Apr 7, 2026
0.998ROC-AUC
9
Apr 7, 2026
100ROC-AUC
9
Apr 7, 2026
98Value Bit Accuracy
8
Jul 7, 2026
100Value Bit Accuracy
8
Jul 7, 2026
1.08BER (−40–55°)
6
Mar 31, 2026
0.78BER (40–49 cm)
6
Mar 31, 2026
100KGW
5
May 28, 2026
116.96Robustness Score (Row Deletion)
5
May 12, 2026
33.92Robustness: Row Deletion
5
May 12, 2026
38.43Row Deletion Robustness
5
May 12, 2026
18.92Row Deletion Robustness
5
May 12, 2026
0.31BER (0.05 Ratio)
2
Mar 31, 2026
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—Primary metric
0
Feb 26, 2026