Sketch-to-image on Sketchy (test) benchmark leaderboard · SOTA2 Research

Sketch-to-image on Sketchy (test)

0.74FIDLOTS

Evaluation Results

Method	Links
LOTS2026.02		0.74	0.66	0.826	0.706	0.7	0.691
IP-Adapter2026.02		0.75	0.621	0.799	0.751	0.59	0.637
LOTS*2026.02		0.79	0.651	0.818	0.709	0.692	0.651
ControlNet2026.02		0.82	0.655	0.812	0.76	0.652	0.583
ControlNet2026.02		0.96	0.633	0.801	0.709	0.579	0.623
Multi-ControlNet2026.02		0.96	0.634	0.799	0.722	0.61	0.546
Multi-ControlNet2026.02		0.98	0.624	0.786	0.687	0.528	0.638
SD2026.02		1.03	0.613	0.753	0.694	0.43	0.652
AnyControl2026.02		1.06	0.608	0.788	0.688	0.554	0.495
SDXL2026.02		1.09	0.567	0.757	0.781	0.547	0.661
GLIGEN2026.02		1.1	0.544	0.709	0.282	0.213	0.594
GLIGEN2026.02		1.12	0.57	0.734	0.33	0.292	0.511
T2I-Adapter2026.02		1.25	0.571	0.753	0.726	0.536	0.597
Multi-T2I-Adapter2026.02		1.36	0.561	0.741	0.754	0.487	0.592
T2I-Adapter2026.02		2.03	0.543	0.726	0.644	0.506	0.503
Multi-T2I-Adapter2026.02		2.25	0.52	0.709	0.527	0.371	0.489
IP-Adapter2026.02		2.48	0.54	0.706	0.432	0.326	0.71