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ResearchFormerly WizWand

Watermark Recovery on CelebA-HQ 128x128 resolution (test)

0Jpeg Test BERLampMark

Evaluation results

Method	Links
LampMark2025.05		0	0	0.2104	0.1023	0	5.1365	0.2561	0.815	2.9307	0.1975	2.3015	2.9713	6.2801	1.0254	17.5317	17.1141	18.5142	17.3256	17.4425	9.4213
WaveGuard2025.05		0	0	0.0021	0.0011	0	0.0187	0.0253	0.0067	0.0785	0.1637	0.0091	0.0081	0.0052	0	0.0065	0.0071	0.0032	0.0045	0.0064	0.0266
WaveGuard2025.05		0	0	0.0032	0.0019	0	0.0211	0.0361	0.0089	46.7852	46.7815	46.7879	46.7872	46.7871	46.7873	46.7869	46.7875	46.7876	46.7876	46.7872	46.7848
SepMark2025.05		0.2136	0.0059	0.0024	0.0012	1.9125	0.0413	0.746	0.4176	0.7814	20.0295	0.6801	0.9904	0.343	0	0.1125	0.156	0.1346	0.1172	0.0997	2.1313
SepMark2025.05		0.2172	0.0212	0.0035	0.0012	0	0.0106	0.8735	0.161	48.3815	50.8829	48.7418	48.2511	48.9112	36.7938	52.7725	52.7907	48.2134	48.4184	48.125	48.3893
MBRS2025.05		0.2597	0	0	0	0	0	0	0.0371	2.4113	24.6044	10.1	2.7251	0.4802	0	15.4416	17.3462	19.1083	18.1408	17.6082	11.6332
EditGuard2025.05		1.4152	0.0017	1.6027	1.6212	0.9257	0.0925	1.6772	1.048	5.7701	45.3202	0.9901	6.7104	9.1702	0.7152	7.6204	8.1745	7.3674	9.2541	8.1254	9.9289
CIN2025.05		2.4317	0	19.3915	0.0325	0	0.0364	0	3.1274	3.2072	40.0828	0.2904	7.451	11.8027	0	56.9345	61.0875	58.7913	54.1533	69.5127	33.0284
ARWGAN2025.05		6.7001	0.0121	4.297	3.0027	0.6905	0	6.3725	3.0107	4.341	46.6012	6.2905	14.2084	26.2814	0.5201	36.7825	36.4812	36.251	36.1451	35.9919	25.4449
PIMoG2025.05		18.4971	0.0612	0.2312	0.0992	0.4713	2.1571	11.4598	4.711	5.0021	7.6547	0.2512	1.0211	2.7854	0.4501	9.3444	8.8415	9.1392	11.3514	8.991	5.8938