Watermark Generation on COCO benchmark leaderboard · SOTA2 Research

Watermark Generation on COCO

40.57PSNRRivaGAN

Evaluation Results

Method	Links
RivaGAN2024.10		40.57	0.98	—	0.04	—	—	1	0.93	0.05	1	0.59
Trustmark2025.12		39.9301	0.9718	—	0.0138	—	9.589	—	—	—	—	—
MBRS2025.12		39.2089	0.982	—	0.018	—	9.7003	—	—	—	—	—
MT-Mark2025.12		38.1006	0.9726	—	0.0085	—	9.8781	—	—	—	—	—
DwtDctSvd2024.10		38.06	0.98	—	0.02	—	—	1	0.76	0.06	0	0.38
DwtDct2024.10		37.88	0.97	—	0.02	—	—	0.83	0.54	0	0.82	0.36
SSL2025.12		37.8068	0.9646	—	0.0703	—	8.8098	—	—	—	—	—
SD w/o WM2024.10		32.28	0.78	—	0.06	—	—	—	—	—	—	—
Shallow Diffuse2024.10		32.11	0.84	—	0.05	—	—	1	1	0.96	0.62	0.93
Stegastamp2024.10		31.88	0.86	—	0.08	—	—	1	0.97	0.47	0.26	0.68
LaWa2025.12		31.6856	0.6997	—	0.0756	—	7.6515	—	—	—	—	—
HiDDeN2025.12		28.5372	0.8518	—	0.0949	—	9.1082	—	—	—	—	—
Tree-Ring2024.10		28.22	0.57	—	0.41	—	—	1	0.9	0.95	0.31	0.84
RoSteALS2025.12		28.1416	0.8414	—	0.0422	—	8.3549	—	—	—	—	—
ONRW2026.01		27.11	0.88	140.59	0.0569	148.66	—	—	—	—	—	—
Stable Signature2026.01		25.55	0.75	155.78	0.059	233.48	—	—	—	—	—	—
DCTDWT2025.12		17.2518	0.8791	—	0.1977	—	7.0042	—	—	—	—	—
RingID2024.10		12.21	0.38	—	0.58	—	—	1	0.98	1	0.79	0.96
Gaussian Shading2024.10		10.17	0.23	—	0.65	—	—	1	0.99	1	0.47	0.92
Tree-Ring2026.01		10.07	0.25	246.82	0.656	6,983.25	—	—	—	—	—	—
Tree-Ring2026.01		7.53	0.2	254.59	0.606	12,235.57	—	—	—	—	—	—