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Satellite Image Synthesis on Satellite Imagery OSM-to-Image

923Time/batch (ms)ControlNet/GeoSynth
904.561,029.031,153.51,277.97May 6, 2026

Evaluation results

MethodLinks
ControlNet/GeoSynthsize (M)=865, Batch Size=4, Sampler=DDIM, Inference Steps=202026.059238.543.52
UniControlNetsize (M)=859, Batch Size=4, Sampler=DDIM, Inference Steps=202026.051,1218.945.28
WCA_ws=4size (M)=893, Batch Size=4, Sampler=DDIM, Inference Steps=202026.051,1468.944.33
SmartControlsize (M)=1581, Batch Size=4, Sampler=DDIM, Inference Steps=202026.051,38411.566.27