Layout-to-Image Generation on Visual Genome
0FIDReal Images
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Real ImagesResolution=64 x 642020.03 | 0 | — | 49.57 | |
| Real ImagesResolution=128 x 1282020.03 | 0 | — | 56.25 | |
| Real ImagesResolution=256 x 2562020.03 | 0 | — | 60.4 | |
| OC-GANResolution=64 x 64, Horizontal Flips=true2020.03 | 20.27 | — | 60.79 | |
| OC-GANResolution=64 x 642020.03 | 22.61 | — | 57.73 | |
| OC-GANResolution=128 x 128, Horizontal Flips=true2020.03 | 28.26 | — | 59.4 | |
| OC-GANResolution=128 x 1282020.03 | 28.91 | — | 58.03 | |
| LostGAN-V2Resolution=128 x 128, Horizontal Flips=true2020.03 | 29 | — | 35.17 | |
| LostGANResolution=128 x 128, Horizontal Flips=true2020.03 | 29.36 | — | 28.76 | |
| Layout2ImResolution=64 x 642020.03 | 31.25 | — | 48.09 | |
| SPADEResolution=128 x 1282020.03 | 33.29 | — | 34.11 | |
| LostGANResolution=64 x 64, Horizontal Flips=true2020.03 | 34.75 | — | 27.1 | |
| SPADEResolution=64 x 642020.03 | 35.74 | — | 23.81 | |
| Layout2ImResolution=128 x 128, Source Code Adapted=true2020.03 | 38.21 | — | 51.13 | |
| OC-GANResolution=256 x 2562020.03 | 39.07 | — | 57.89 | |
| OC-GANResolution=256 x 256, Horizontal Flips=true2020.03 | 40.85 | — | 53.28 | |
| Pix2PixHDResolution=128 x 1282020.03 | 46.55 | — | 25.03 | |
| LostGAN-V2Resolution=256 x 256, Horizontal Flips=true2020.03 | 47.62 | — | 53.02 | |
| Pix2PixHDResolution=64 x 642020.03 | 47.71 | — | 16.98 | |
| SG2ImResolution=64 x 642020.03 | 74.61 | — | 40.29 |