Sketch-to-Image Generation on Sketchy In the Wild benchmark leaderboard · SOTA2 Research

Sketch-to-Image Generation on Sketchy In the Wild

1.16FIDIP-Adapter

Evaluation Results

Method	Links
IP-Adapter2026.02		1.16	0.603	0.788	0.757	0.601	0.673
LOTS*2026.02		1.19	0.629	0.808	0.749	0.663	0.673
LOTS2026.02		1.23	0.636	0.817	0.735	0.684	0.709
ControlNet2026.02		1.24	0.635	0.799	0.763	0.649	0.565
ControlNet2026.02		1.37	0.62	0.786	0.71	0.54	0.616
Multi-ControlNet2026.02		1.37	0.619	0.782	0.683	0.513	0.635
Multi-ControlNet2026.02		1.37	0.626	0.793	0.734	0.604	0.535
AnyControl2026.02		1.41	0.602	0.792	0.697	0.568	0.538
SD2026.02		1.46	0.614	0.759	0.703	0.438	0.645
SDXL2026.02		1.46	0.566	0.759	0.787	0.541	0.661
GLIGEN2026.02		1.57	0.538	0.709	0.293	0.223	0.599
GLIGEN2026.02		1.58	0.566	0.732	0.322	0.317	0.512
T2I-Adapter2026.02		1.6	0.582	0.752	0.757	0.511	0.606
Multi-T2I-Adapter2026.02		1.72	0.57	0.739	0.741	0.481	0.599
T2I-Adapter2026.02		2.54	0.535	0.725	0.638	0.522	0.495
Multi-T2I-Adapter2026.02		2.64	0.521	0.707	0.495	0.365	0.487
IP-Adapter2026.02		2.75	0.539	0.708	0.406	0.319	0.714