Watermark Robustness
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100Accuracy (ACC)
36
Jun 11, 2026
100Survivability
16
Mar 6, 2026
100Survivability
16
Mar 6, 2026
99.78Average Robustness
15
Mar 17, 2026
100Watermark Success Rate (WSR)
12
Jul 7, 2026
100TPR @ 1e-6 FPR
12
Mar 30, 2026
98TPR @ 1e-6 FPR
12
Mar 30, 2026
98TPR @ 1e-6 FPR
12
Mar 30, 2026
100TPR @ 10^-6 FPR
12
Mar 30, 2026
100WSR
8
Jul 7, 2026
100Robustness: Brightness
7
Mar 24, 2026
100Brightness Robustness
7
Mar 24, 2026
212.2Capacity
6
May 8, 2026
94.9B.Acc (REP 0.05)
5
Jul 7, 2026
5.19Perplexity (PPL)
4
May 12, 2026
0.002BER (Identity)
4
Apr 30, 2026
97.1Bit Accuracy
4
Mar 18, 2026
1Robustness (Gauss Attack I)
4
Feb 26, 2026
0.972Robustness (Gauss Noise) - Cat I
4
Feb 26, 2026
52.75Dehydra CDA
2
Feb 26, 2026
74.4Dehydra CDA
2
Feb 26, 2026