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Personalized Image Generation on Personalized Image Generation dataset

0.9811CLIP-I

L2-guided (Oracle)

Updated 4d ago

Evaluation Results

Method	Links
L2-guided (Oracle) 2026.02		0.9811	0.1958	6.2163	0.2201	0.2646	0.5883	0.6158
MultiBO(Ours) 2026.02		0.9364	0.5497	6.669	0.2266	0.264	0.8883	0.6723
MultiBOCLIP-I2I 2026.02		0.9246	0.6479	6.0338	0.2198	0.2639	0.8206	0.6186
MultiBOLPIPS 2026.02		0.9114	0.5924	6.1711	0.2197	0.2623	0.8414	0.625
DEMONLPIPS 2026.02		0.9095	0.5907	6.2229	0.2184	0.2623	0.3765	0.6154
MultiBOPicScore 2026.02		0.8877	0.6411	6.2282	0.2286	0.2679	0.8856	0.6752
MultiBOAesthetic 2026.02		0.8839	0.6418	7.2313	0.2212	0.2634	0.7299	0.6649
DEMONPicScore 2026.02		0.8839	0.6742	6.7685	0.2221	0.2637	0.4805	0.6792
DNOPicScore 2026.02		0.8828	0.6449	6.2013	0.2326	0.2731	0.9812	0.646
MultiBOHPSv2 2026.02		0.8818	0.6474	7.1735	0.223	0.2722	0.8695	0.6806
MultiBOImageReward 2026.02		0.8794	0.6468	6.731	0.2221	0.2664	1.2275	0.6655
DASPicScore 2026.02		0.8758	0.6633	6.219	0.2321	0.2724	0.9553	0.6425
IterComp 2026.02		0.8539	0.6988	6.1879	0.2289	0.2712	1.1835	0.6708
DEMONImageReward 2026.02		0.852	0.6824	6.7221	0.2232	0.2641	1.153	0.6642
DEMONHPSv2 2026.02		0.8472	0.6795	7.2777	0.2218	0.2627	0.4922	0.6721
DiffusionDPO 2026.02		0.8365	0.7535	6.2367	0.2245	0.264	0.6029	0.656
DASHPSv2 2026.02		0.8298	0.7436	5.9925	0.2128	0.2673	0.6852	0.607
DEMONAesthetic 2026.02		0.8109	0.6785	7.2685	0.2224	0.2644	0.4902	0.6484
MultiBOSubspace 2026.02		0.8014	0.6726	6.1818	0.1926	0.2512	0.7863	0.6158
DNOAesthetic 2026.02		0.6931	0.8487	7.7674	0.1905	0.2517	-0.9815	0.4509
DASAesthetic 2026.02		0.6849	0.8495	7.7032	0.1899	0.2498	-1.2349	0.4514