Personalized Image Generation Protection on CelebA-HQ benchmark leaderboard · SOTA2 Research

Personalized Image Generation Protection on CelebA-HQ

1FDSRMist

Evaluation Results

Method	Links
Mist2026.07		1	0.212	0.432	185.7
ASPL2026.07		1	0.178	0.535	152.9
SimAC2026.07		1	0.234	0.415	148.1
Clean2026.07		1	0.498	0.599	112.3
Clean2026.07		0.969	0.258	0.914	140.8
CAAT2026.07		0.969	0.172	0.543	191.5
SimAC2026.07		0.969	0.364	0.48	202
Mist2026.07		0.969	0.375	0.191	281.2
HAA2026.07		0.938	0.194	0.03	213.5
Clean2026.07		0.938	0.437	0.567	120
ASPL2026.07		0.938	0.319	0.315	271.2
Clean2026.07		0.914	0.335	0.538	149.2
Mist2026.07		0.906	0.33	0.173	194.8
Mist2026.07		0.875	0.202	0.274	212.9
CAAT2026.07		0.875	0.308	0.177	271.3
Clean2026.07		0.859	0.346	0.706	175.1
Mist2026.07		0.859	0.308	0.249	271
CAAT2026.07		0.813	0.339	0.326	271.7
SimAC2026.07		0.789	0.205	0.095	289.6
HAA2026.07		0.781	0.254	0.152	275.4
CAAT2026.07		0.766	0.26	0.236	251.8
ASPL2026.07		0.75	0.332	0.006	359.5
Mist2026.07		0.695	0.257	-0.289	287
CAAT2026.07		0.688	0.199	0.121	337.4
Clean2026.07		0.672	0.276	0.022	232.9
ASPL2026.07		0.656	0.251	-0.183	384
Clean2026.07		0.625	0.276	0.281	200.8
CAAT2026.07		0.602	0.171	-0.545	316.1
Mist2026.07		0.594	0.268	-0.128	268.4
SimAC2026.07		0.562	0.156	-0.773	405.6
GoodAC2026.07		0.531	0.128	-1.192	455.9
ASPL2026.07		0.523	0.157	-0.854	422.4
ASPL2026.07		0.516	0.168	0.103	388.3
CAAT2026.07		0.51	0.177	-0.419	305.9
SimAC2026.07		0.5	0.239	-0.202	369
HAA2026.07		0.492	0.133	0.002	401.2
SimAC2026.07		0.438	0.321	-0.188	388.9
ASPL2026.07		0.438	0.167	-0.882	433.3
GoodAC2026.07		0.375	0.192	-0.278	421.1
GoodAC2026.07		0.375	0.196	-0.575	435.5
SimAC2026.07		0.333	0.162	-0.779	401.7
HAA2026.07		0.289	0.085	-1.296	473.5
HAA2026.07		0.281	0.117	-0.894	471.1
HAA2026.07		0.266	0.115	-0.861	461.4
GoodAC2026.07		0.219	0.112	-1.276	462.1
HAA2026.07		0.177	0.077	-1.334	476