Generative Image Watermarking on Stable Diffusion Server Scenario v1-5 (test) benchmark leaderboard · SOTA2 Research

Generative Image Watermarking on Stable Diffusion Server Scenario v1-5 (test)

0.3669CLIP ScoreSD w/o WM

Evaluation Results

Method	Links
SD w/o WM2024.10		0.3669	25.56	—	—	—	—	—	—	—	—
Shallow Diffuse2024.10		0.3669	25.6	35.49	0.96	0.02	1	1	0.98	0.54	0.93
Gaussian Shading2024.10		0.3663	26.17	11.04	0.48	0.54	1	1	1	0.47	0.93
Tree-Ring2024.10		0.3645	25.82	16.61	0.64	0.31	1	0.88	0.87	0.06	0.77
DwtDct2024.10		0.3641	25.73	40.32	0.98	0.01	0.85	0.35	0.01	0.42	0.22
RingID2024.10		0.3637	27.13	14.27	0.51	0.42	1	1	1	0.33	0.91
DwtDctSvd2024.10		0.3629	26	40.19	0.98	0.01	1	0.74	0.07	0.01	0.37
RivaGAN2024.10		0.3628	24.6	40.45	0.99	0.01	0.99	0.88	0.05	0.82	0.54
Stable Signature2024.10		0.3622	30.86	32.43	0.95	0.02	1	0.59	0.19	0.99	0.48
Stegastamp2024.10		0.341	24.59	26.7	0.85	0.08	1	0.99	0.48	0.05	0.66