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Sketch-to-image on Sketchy (test)

0.74FID

LOTS

Updated 4d ago

Evaluation Results

Method	Links
LOTS 2026.02		0.74	0.66	0.826	0.706	0.7	0.691
IP-Adapter 2026.02		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
ControlNet 2026.02		0.82	0.655	0.812	0.76	0.652	0.583
ControlNet 2026.02		0.96	0.633	0.801	0.709	0.579	0.623
Multi-ControlNet 2026.02		0.96	0.634	0.799	0.722	0.61	0.546
Multi-ControlNet 2026.02		0.98	0.624	0.786	0.687	0.528	0.638
SD 2026.02		1.03	0.613	0.753	0.694	0.43	0.652
AnyControl 2026.02		1.06	0.608	0.788	0.688	0.554	0.495
SDXL 2026.02		1.09	0.567	0.757	0.781	0.547	0.661
GLIGEN 2026.02		1.1	0.544	0.709	0.282	0.213	0.594
GLIGEN 2026.02		1.12	0.57	0.734	0.33	0.292	0.511
T2I-Adapter 2026.02		1.25	0.571	0.753	0.726	0.536	0.597
Multi-T2I-Adapter 2026.02		1.36	0.561	0.741	0.754	0.487	0.592
T2I-Adapter 2026.02		2.03	0.543	0.726	0.644	0.506	0.503
Multi-T2I-Adapter 2026.02		2.25	0.52	0.709	0.527	0.371	0.489
IP-Adapter 2026.02		2.48	0.54	0.706	0.432	0.326	0.71