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Compositional Image Generation on ComplexCompo 300

0.7999CLIP-I

Ours-LoRA

Updated 1mo ago

Evaluation Results

Method	Links
Ours-LoRA 2025.09		0.7999	0.7384	0.7659	0.3542	0.043	0.7634	0.4246	3.5951	-	-
Ours-LoRA 2025.09		0.7999	0.7384	0.7659	0.3542	0.043	0.7634	0.4246	3.5951	9.8418	21.0326
AnyDoor 2025.09		0.7982	0.7052	0.7319	0.4493	0.0299	0.7262	0.3804	3.3787	8.976	18.355
Ours-LoRA 2025.09		0.7924	0.7287	0.7311	0.3603	0.0424	0.7698	0.4277	3.5988	-	-
Ours-Adapter 2025.09		0.7721	0.7107	0.6764	0.4294	0.0404	0.7789	0.409	3.602	-	-
Ours-Adapter 2025.09		0.7721	0.7107	0.6764	0.4294	0.0404	0.7789	0.409	3.602	9.6485	20.7349
Ours-Adapter 2025.09		0.7701	0.7091	0.6977	0.4173	0.0401	0.7784	0.4091	3.6021	-	-
Ours-Adapter 2025.09		0.7657	0.7084	0.6862	0.4457	0.0457	0.7612	0.3894	3.5987	-	-
ObjectStitch 2025.09		0.7608	0.7077	0.5513	0.4717	0.0388	0.6357	0.2482	3.4411	8.8389	18.8283
PBE 2025.09		0.7537	0.6802	0.5189	0.5187	0.0397	0.6321	0.2139	3.431	8.5923	18.9507
UniCombine 2025.09		0.7361	0.6552	0.538	0.5682	0.0237	0.7077	0.247	3.5454	8.8999	19.8529
DreamEdit 2025.09		0.7314	0.6722	0.5069	0.567	0.0468	0.7201	0.1212	3.2531	8.0434	15.8934
Flux.1 Fill 2025.09		0.7108	0.6475	0.5466	0.6018	0.0232	0.7442	0.4088	3.5737	-	-
Flux.1 Fill 2025.09		0.7108	0.6475	0.5466	0.6018	0.0232	0.7442	0.4088	3.5737	8.7376	19.7712
TF-ICON 2025.09		0.6987	0.6435	0.4167	0.603	0.0815	0.6216	0.1798	3.4323	9.3258	18.2366
TIGIC 2025.09		0.6913	0.6329	0.3848	0.6549	0.0929	0.6228	-0.131	2.8898	7.663	16.4301
TALE 2025.09		0.6816	0.6151	0.3799	0.6773	0.059	0.6334	0.0783	3.4498	8.7351	18.7567
MADD 2025.09		0.678	0.5993	0.3638	0.5979	0.0781	0.5658	-0.0088	2.6582	5.9673	13.0567
EEdit 2025.09		0.6713	0.6153	0.3797	0.6821	0.0226	0.7107	0.1433	3.5009	8.7835	19.7348
DreamCom 2025.09		0.648	0.5692	0.2788	0.8192	0.0389	0.6342	-0.0778	3.4409	7.9884	18.6143