Personalized Image Generation on Personalized Image Generation dataset benchmark leaderboard · SOTA2 Research

Personalized Image Generation on Personalized Image Generation dataset

0.9811CLIP-IL2-guided (Oracle)

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-I2I2026.02		0.9246	0.6479	6.0338	0.2198	0.2639	0.8206	0.6186
MultiBOLPIPS2026.02		0.9114	0.5924	6.1711	0.2197	0.2623	0.8414	0.625
DEMONLPIPS2026.02		0.9095	0.5907	6.2229	0.2184	0.2623	0.3765	0.6154
MultiBOPicScore2026.02		0.8877	0.6411	6.2282	0.2286	0.2679	0.8856	0.6752
MultiBOAesthetic2026.02		0.8839	0.6418	7.2313	0.2212	0.2634	0.7299	0.6649
DEMONPicScore2026.02		0.8839	0.6742	6.7685	0.2221	0.2637	0.4805	0.6792
DNOPicScore2026.02		0.8828	0.6449	6.2013	0.2326	0.2731	0.9812	0.646
MultiBOHPSv22026.02		0.8818	0.6474	7.1735	0.223	0.2722	0.8695	0.6806
MultiBOImageReward2026.02		0.8794	0.6468	6.731	0.2221	0.2664	1.2275	0.6655
DASPicScore2026.02		0.8758	0.6633	6.219	0.2321	0.2724	0.9553	0.6425
IterComp2026.02		0.8539	0.6988	6.1879	0.2289	0.2712	1.1835	0.6708
DEMONImageReward2026.02		0.852	0.6824	6.7221	0.2232	0.2641	1.153	0.6642
DEMONHPSv22026.02		0.8472	0.6795	7.2777	0.2218	0.2627	0.4922	0.6721
DiffusionDPO2026.02		0.8365	0.7535	6.2367	0.2245	0.264	0.6029	0.656
DASHPSv22026.02		0.8298	0.7436	5.9925	0.2128	0.2673	0.6852	0.607
DEMONAesthetic2026.02		0.8109	0.6785	7.2685	0.2224	0.2644	0.4902	0.6484
MultiBOSubspace2026.02		0.8014	0.6726	6.1818	0.1926	0.2512	0.7863	0.6158
DNOAesthetic2026.02		0.6931	0.8487	7.7674	0.1905	0.2517	-0.9815	0.4509
DASAesthetic2026.02		0.6849	0.8495	7.7032	0.1899	0.2498	-1.2349	0.4514