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Reference-Guided Style Transfer on OmniConsistency-Bench

71.159FID

BAGEL

Updated 1mo ago

Evaluation Results

Method	Links
BAGEL 2026.04		71.159	0.509	0.267	0.502	0.249	0.52
Qwen-Image-Edit 2026.04		82.796	0.54	0.258	0.547	0.33	0.569
OmniConsistency 2026.04		88.282	0.669	0.272	0.623	0.401	0.679
UniCSG 2026.04		88.428	0.759	0.283	0.721	0.616	0.755
flux1.Kontext-dev 2026.04		92.448	0.604	0.26	0.651	0.501	0.681
OmniGen2 2026.04		95.784	0.63	0.273	0.625	0.455	0.661
Ovis-U1 2026.04		105.036	0.71	0.278	0.538	0.301	0.574
DreamOmni2 2026.04		118.203	0.415	0.244	0.759	0.615	0.752
Nano-banana 2026.04		121.7	0.533	0.254	0.714	0.587	0.751
UniCSG 2026.04		125.067	0.602	0.269	0.77	0.687	0.807
DreamOmni2 2026.04		125.251	0.396	0.255	0.722	0.534	0.705
OmniConsistency 2026.04		125.679	0.527	0.269	0.686	0.498	0.718
Qwen-Image-Edit 2026.04		127.815	0.49	0.252	0.734	0.622	0.754
flux1.Kontext-dev 2026.04		128.763	0.455	0.254	0.747	0.596	0.759
OmniGen2 2026.04		129.961	0.473	0.267	0.69	0.537	0.732
OmniStyle 2026.04		130.365	0.422	0.258	0.691	0.591	0.679
Nano-banana 2026.04		132.148	0.539	0.254	0.756	0.639	0.782
BAGEL 2026.04		135.621	0.552	0.268	0.672	0.44	0.641
Ovis-U1 2026.04		138.369	0.589	0.279	0.67	0.402	0.655
OmniStyle 2026.04		160.028	0.284	0.248	0.697	0.591	0.729