Sketch-to-Image Generation on FS-COCO 2022 (test)
121.973FIDSketchingReality
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SketchingRealitySetup=Full2026.02 | 121.973 | 1.291 | 0.739 | |
| CntrlNext SDXLSetup=Zero-shot2026.02 | 134.094 | 0.909 | 0.774 | |
| CntrlNet SD2.1Setup=Zero-shot2026.02 | 135.595 | 1.136 | 0.773 | |
| CntrlNet SD2.1Setup=Lnoise + Lattn2026.02 | 135.891 | 1.196 | 0.768 | |
| CntrlNet SD2.1Setup=Lnoise only (syn)2026.02 | 136.821 | 1.141 | 0.771 | |
| SGSetup=Zero-shot2026.02 | 137.381 | 1.043 | 0.782 | |
| T2I Adapters=0.8, tau=0.2, Setup=Lnoise + Lattn2026.02 | 137.982 | 0.391 | 0.774 | |
| T2I Adapters=0.8, tau=0.2, Setup=Lnoise only2026.02 | 138.479 | 0.318 | 0.779 | |
| T2I Adapters=0.8, tau=0.4, Setup=Lnoise + Lattn2026.02 | 139.568 | 0.454 | 0.778 | |
| CntrlNet SD2.1Setup=Lnoise only (free)2026.02 | 139.872 | 1.042 | 0.789 | |
| FreeControlSetup=Inference-time2026.02 | 141.632 | 1.089 | 0.793 | |
| T2I Adapters=0.8, tau=0.2, Setup=Zero-shot2026.02 | 144.329 | -0.203 | 0.813 | |
| T2I Adapters=0.8, tau=0.4, Setup=Lnoise only2026.02 | 151.736 | 0.426 | 0.781 | |
| T2I Adapters=0.8, tau=0.4, Setup=Zero-shot2026.02 | 159.816 | 0.213 | 0.819 | |
| CntrlNet SDXLSetup=Zero-shot2026.02 | 174.462 | 0.027 | 0.825 |