Layout-to-Image Generation on COCO-Stuff
0FIDReal Images
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Real ImagesResolution=64 x 642020.03 | 0 | — | 0.5448 | |
| Real ImagesResolution=128 x 1282020.03 | 0 | — | 0.6071 | |
| Real ImagesResolution=256 x 2562020.03 | 0 | — | 0.6304 | |
| LostGAN-V2Resolution=128 x 128, Horizontal Flips=true2020.03 | 24.76 | — | 0.4327 | |
| OC-GANResolution=64 x 64, Horizontal Flips=true2020.03 | 29.57 | — | 0.6039 | |
| LostGANResolution=128 x 128, Horizontal Flips=true2020.03 | 29.65 | — | 0.4138 | |
| OC-GANResolution=64 x 642020.03 | 33.1 | — | 0.5688 | |
| LostGANResolution=64 x 64, Horizontal Flips=true2020.03 | 34.31 | — | 0.3715 | |
| OC-GANResolution=128 x 1282020.03 | 36.04 | — | 0.6032 | |
| OC-GANResolution=128 x 128, Horizontal Flips=true2020.03 | 36.31 | — | 0.5944 | |
| Layout2ImResolution=64 x 642020.03 | 38.14 | — | 0.5084 | |
| SPADEResolution=128 x 1282020.03 | 40.04 | — | 0.4174 | |
| OC-GANResolution=256 x 256, Horizontal Flips=true2020.03 | 41.65 | — | 0.5716 | |
| LostGAN-V2Resolution=256 x 256, Horizontal Flips=true2020.03 | 42.55 | — | 0.544 | |
| Layout2ImResolution=128 x 128, Source Code Adapted=true2020.03 | 43.21 | — | 0.4906 | |
| SPADEResolution=64 x 642020.03 | 43.31 | — | 0.3161 | |
| OC-GANResolution=256 x 2562020.03 | 45.96 | — | 0.5347 | |
| SOARISGResolution=64 x 64, Pixel-level Semantic Segmentation=true2020.03 | 48.7 | — | 0.461 | |
| SOARISGResolution=128 x 128, Pixel-level Semantic Segmentation=true2020.03 | 59.5 | — | 0.446 | |
| Pix2PixHDResolution=64 x 642020.03 | 59.95 | — | 0.2082 | |
| Pix2PixHDResolution=128 x 1282020.03 | 62 | — | 0.2667 | |
| SOARISGResolution=256 x 256, Pixel-level Semantic Segmentation=true2020.03 | 65.95 | — | 0.453 | |
| SG2ImResolution=64 x 642020.03 | 67.96 | — | 0.3004 |