Reference-Guided Style Transfer on OmniConsistency-Bench benchmark leaderboard · SOTA2 Research

Reference-Guided Style Transfer on OmniConsistency-Bench

71.159FIDBAGEL

Evaluation Results

Method	Links
BAGEL2026.04		71.159	0.509	0.267	0.502	0.249	0.52
Qwen-Image-Edit2026.04		82.796	0.54	0.258	0.547	0.33	0.569
OmniConsistency2026.04		88.282	0.669	0.272	0.623	0.401	0.679
UniCSG2026.04		88.428	0.759	0.283	0.721	0.616	0.755
flux1.Kontext-dev2026.04		92.448	0.604	0.26	0.651	0.501	0.681
OmniGen22026.04		95.784	0.63	0.273	0.625	0.455	0.661
Ovis-U12026.04		105.036	0.71	0.278	0.538	0.301	0.574
DreamOmni22026.04		118.203	0.415	0.244	0.759	0.615	0.752
Nano-banana2026.04		121.7	0.533	0.254	0.714	0.587	0.751
UniCSG2026.04		125.067	0.602	0.269	0.77	0.687	0.807
DreamOmni22026.04		125.251	0.396	0.255	0.722	0.534	0.705
OmniConsistency2026.04		125.679	0.527	0.269	0.686	0.498	0.718
Qwen-Image-Edit2026.04		127.815	0.49	0.252	0.734	0.622	0.754
flux1.Kontext-dev2026.04		128.763	0.455	0.254	0.747	0.596	0.759
OmniGen22026.04		129.961	0.473	0.267	0.69	0.537	0.732
OmniStyle2026.04		130.365	0.422	0.258	0.691	0.591	0.679
Nano-banana2026.04		132.148	0.539	0.254	0.756	0.639	0.782
BAGEL2026.04		135.621	0.552	0.268	0.672	0.44	0.641
Ovis-U12026.04		138.369	0.589	0.279	0.67	0.402	0.655
OmniStyle2026.04		160.028	0.284	0.248	0.697	0.591	0.729