Layout-to-Image Synthesis on COCO-Stuff (test)
14.4FIDFreestyleNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FreestyleNet2023.03 | 14.4 | — | — | — | 40.7 | — | |
| POE-GAN2023.03 | 15.8 | — | — | — | — | — | |
| Lab2Pix-V22023.03 | 18.1 | — | — | — | 40.5 | — | |
| TwFAResolution=256x2562022.06 | 22.15 | — | — | 11.99 | — | — | |
| Ours-DResolution=128 x 128, Generator=decoder-only (D)2021.03 | 22.32 | 15.62 | 0.55 | — | — | — | |
| LostGAN-v2Resolution=128 x 128, Generator=improved decoder-only (D†)2021.03 | 24.76 | 14.21 | 0.55 | — | — | — | |
| SVQGAN-T2023.03 | 28.8 | — | — | — | — | — | |
| Context-L2IResolution=256x256, official implementation=true2022.06 | 29.56 | — | — | 14.4 | — | — | |
| LostGANResolution=128x1282019.08 | 29.65 | 13.8 | 0.4 | — | — | — | |
| LostGAN-v1Resolution=128 x 128, Generator=decoder-only (D)2021.03 | 29.65 | 13.8 | 0.4 | — | — | — | |
| LAMAResolution=256x2562022.06 | 31.12 | — | — | 18.64 | — | — | |
| Ours-EDResolution=64 x 64, Generator=encoder-decoder (E-D)2021.03 | 31.32 | 10.27 | 0.39 | — | — | — | |
| OC-GAN2020.03 | 33.1 | 10.5 | — | — | — | — | |
| HCSSResolution=256x2562022.06 | 33.68 | — | — | 13.36 | — | — | |
| LostGANResolution=64x642019.08 | 34.31 | 9.8 | 0.35 | — | — | — | |
| OC-GANResolution=128 x 128, Generator=decoder-only (D)2021.03 | 36.04 | 14 | — | — | — | — | |
| Layout2ImResolution=64x642019.08 | 38.14 | 9.1 | 0.15 | — | — | — | |
| Layout2imResolution=64 x 64, Generator=encoder-decoder (E-D)2021.03 | 38.14 | 9.1 | 0.15 | — | — | — | |
| PasteGANsemi-parametric=true2020.03 | 38.29 | 10.2 | — | — | — | — | |
| OCGANResolution=256x2562022.06 | 41.65 | — | — | — | — | — | |
| LostGAN-V2Resolution=256x2562022.06 | 42.55 | — | — | 22 | — | — | |
| Grid2ImResolution=128 x 128, Generator=encoder-decoder (E-D)2021.03 | 63.44 | 11.22 | 0.28 | — | — | — | |
| sg2imResolution=64x64, Input Type=GT Layout2019.08 | 67.96 | 7.3 | 0.02 | — | — | — | |
| pix2pixResolution=64x642019.08 | 121.97 | 3.5 | 0 | — | — | — | |
| pix2pixResolution=64 x 64, Generator=encoder-decoder (E-D)2021.03 | 121.97 | 3.5 | 0 | — | — | — | |
| CC-FPSE2023.03 | — | — | — | — | — | 0.089 | |
| FreestyleNet2023.03 | — | — | — | — | — | 0.592 | |
| OASIS2023.03 | — | — | — | — | — | 0.345 | |
| PITI2023.03 | — | — | — | — | — | 0.523 | |
| Pix2PixHDNote=Does not support diverse generation2023.03 | — | — | — | — | — | 0 | |
| Real imagesResolution=64 x 642021.03 | — | 16.3 | — | — | — | — | |
| Real imagesResolution=128 x 1282021.03 | — | 22.3 | — | — | — | — | |
| Real ImagesResolution=64x642019.08 | — | 16.3 | — | — | — | — | |
| Real ImagesResolution=128x1282019.08 | — | 22.3 | — | — | — | — | |
| SC-GANNote=Does not support diverse generation2023.03 | — | — | — | — | — | 0 | |
| SPADENote=Does not support diverse generation2023.03 | — | — | — | — | — | 0 |