Layout-to-image synthesis on COCO-Stuff 22 (test)
34.5Inception ScoreReal Images
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Real ImagesResolution=512x5122020.03 | 34.5 | — | — | |
| Real ImagesResolution=256x2562020.03 | 28.1 | — | — | |
| Real ImagesResolution=128x1282020.03 | 22.3 | — | — | |
| LostGAN-V2Resolution=256x2562020.03 | 18.01 | 42.55 | 0.55 | |
| LostGAN-V2Resolution=512x5122020.03 | 17.55 | 51.99 | 0.65 | |
| Real ImagesResolution=64x642020.03 | 16.3 | — | — | |
| Grid2ImResolution=256x256, Layout=GT Layout2020.03 | 15.23 | 65.95 | 0.34 | |
| LostGAN-V2Resolution=128x1282020.03 | 14.21 | 24.76 | 0.45 | |
| LostGAN-V1Resolution=128x1282020.03 | 13.8 | 29.65 | 0.4 | |
| Grid2ImResolution=128x128, Layout=GT Layout2020.03 | 11.22 | 63.44 | 0.28 | |
| LostGAN-V1Resolution=64x642020.03 | 9.8 | 34.31 | 0.35 | |
| Layout2Im + OWAResolution=64x64, Component=OWA2020.03 | 9.7 | 40.19 | 0.09 | |
| Layout2ImResolution=64x642020.03 | 9.1 | 44.19 | 0.15 | |
| sg2imResolution=64x64, Layout=GT Layout2020.03 | 7.3 | 67.96 | 0.02 | |
| pix2pixResolution=64x642020.03 | 3.5 | 121.97 | 0 |