Image Editing on DreamEdit-Bench 220 benchmark leaderboard · SOTA2 Research

Image Editing on DreamEdit-Bench 220

8.8861HPSv3Ours-Adapter

Updated 5mo ago

Evaluation Results

Method	Links
Ours-Adapter2025.09		8.8861	23.3727	17.05	23.5727	23.8136	21.9523	21.3364	22.7591	21.3636	22.6136	22.0182	23.2222	18.7407	22.8448	22.0086	21.7041
Ours-LoRA2025.09		8.8688	23.4545	16.8136	23.7727	23.85	21.9727	21.1273	22.7455	21.3	22.5955	21.9421	23.759	18.5904	22.4853	20.6765	21.3778
UniCombine2025.09		8.8415	22.4545	17.8	23.1682	23.9	21.8307	20.1591	22.7773	21.25	22.6455	21.708	23.0595	16.2381	21.952	20.84	20.5224
AnyDoor2025.09		8.4867	23.2146	17.8128	20.9772	21.9361	20.9852	19.0909	20.6	17.4182	19.2864	19.0989	21.2083	18.5694	21.9214	21.5929	20.823
PBE2025.09		8.3789	22.4292	17.5205	22.2773	23.2273	21.3636	18.2318	21.8182	19.5955	21.2091	20.2137	24.1481	17.8025	21.5786	21.95	21.3698
ObjectStitch2025.09		7.4529	19.9954	16.8721	21.0455	21.8864	19.9499	16.25	21.2	18.6545	20.65	19.1886	20.75	17.7614	21.0563	20.7676	20.0838
TF-ICON2025.09		7.2643	20.449	16.7538	20.8273	21.7227	19.9382	15.9045	20.1727	17.9909	19.0182	18.2716	20.987	16.987	21.2946	20.7984	20.0168
EEdit2025.09		6.6689	18.379	15.3379	22.0636	23.4818	19.8156	14.2091	22.2864	19.95	21.7955	19.5603	21.1463	18.2561	22.0635	21.2222	20.672
TALE2025.09		6.3773	19.6027	15.9863	20.4455	21.4773	19.378	14.8318	21.6182	17.3227	18.5409	18.0784	21.6071	17.6548	21.0667	20.6933	20.2555
DreamEdit2025.09		6.025	19.9227	16.5409	19.2773	20.5227	19.0659	14.9273	19.1818	13.3909	15.5545	15.7636	20.4714	16.8143	20.3333	20.7153	19.5836
DreamCom2025.09		5.9324	18.1818	15.4818	23.5388	24.0502	20.3132	14.0727	22.5409	21.0091	22.0955	19.9296	18.5263	15.4737	21.6641	21.6953	19.3399
TIGIC2025.09		5.2676	17.3136	14.8045	19.0318	20.3636	17.8784	13.7045	19.4636	17.0864	18.1455	17.1	17.7294	17	21.0897	20.8828	19.1755
MADD2025.09		1.2443	14.2273	12.3727	16.6153	18.6807	15.474	11.8091	17.8727	13.1045	12.4727	13.8148	14.7553	16.2128	19.1103	20.5724	17.6627