Watermarking
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
100AUROC
45
May 29, 2026
100TPR @ 1% FPR (None)
42
May 19, 2026
100TPR (FPR < 10^-4)
40
Apr 8, 2026
100TPR (FPR < 10^-4)
40
Apr 8, 2026
1.313PPL
28
Feb 26, 2026
10.72FID
18
Feb 26, 2026
99.99AUC
18
Feb 26, 2026
99.1Bit Accuracy
16
Feb 26, 2026
100TPR @ 10^-6 FPR
14
Mar 30, 2026
100TPR @ 10^-6 FPR
14
Mar 30, 2026
100TPR @ 10^-6 FPR
14
Mar 30, 2026
99.06BA
12
May 12, 2026
100Bit Accuracy (BA)
12
May 12, 2026
99.69BA
12
May 12, 2026
100Bit Accuracy
12
May 12, 2026
100Bit Accuracy
8
Jul 7, 2026
100Bit Accuracy
8
Jul 7, 2026
2.6Perplexity (PPL)
7
Apr 27, 2026
2.65PPL
7
Apr 27, 2026
24Payload Capacity (bits)
6
Jul 8, 2026
0Detection Rate
6
Jun 23, 2026
99.9Detection Rate
6
Jun 23, 2026
25.86Generation Metric Score
6
May 12, 2026
33.83Generation Metric
6
May 12, 2026
5.82Gen. Metric
6
May 12, 2026