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Layout-to-Image Generation on Visual Genome (VG)

9.63SceneFIDOC-GAN
8.29617.300526.30535.3095Mar 16, 2020

Evaluation results

MethodLinks
OC-GANResolution=128 x 128, Object crop size=224 x 224, Layout type=ground-truth, Use of flips=true2020.039.63
Layout2ImResolution=128 x 128, Object crop size=224 x 224, Layout type=ground-truth, Use of flips=false2020.0312.56
LostGANResolution=128 x 128, Object crop size=224 x 224, Layout type=ground-truth, Use of flips=true2020.0313.17
SPADEResolution=128 x 128, Object crop size=224 x 224, Layout type=ground-truth, Use of flips=false2020.0316.72
Pix2PixHDResolution=128 x 128, Object crop size=224 x 224, Layout type=ground-truth, Use of flips=false2020.0342.98