Text-to-Image Synthesis on CelebA-HQ (test)
15.46FIDTediGAN-B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TediGAN-B2022.03 | 15.46 | 0.306 | — | |
| TediGAN-A2022.03 | 16.45 | 0.044 | — | |
| StyleT2I2022.03 | 17.46 | 0.625 | — | |
| StyleT2I-XDpretraining dataset=FFHQ2022.03 | 18.02 | 0.698 | — | |
| DAE-GAN2022.03 | 30.74 | 0.484 | — | |
| ControlGAN2022.03 | 31.38 | 0.435 | — | |
| Stable Diffusion-XLResolution=768x768, Diffusion Calls=2, Memory=24.5GB2023.11 | 225.48 | — | 24.23 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=768x768, Diffusion Calls=17, Memory=8.6GB2023.11 | 225.86 | — | 26.66 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=1024x1024, Diffusion Calls=33, Memory=8.6GB2023.11 | 228.87 | — | 23.74 | |
| Stable Diffusion-XLResolution=1024x1024, Diffusion Calls=1, Memory=27.5GB2023.11 | 230.21 | — | 24.62 | |
| Stable Diffusion 1.4Resolution=512x512, Diffusion Calls=2, Memory=8.6GB2023.11 | 233.4 | — | 24 | |
| ElasticDiffusionBase Model=SD 1.4, Resolution=256x256, Diffusion Calls=2, Memory=8.6GB2023.11 | 235.23 | — | 23.88 | |
| Stable Diffusion 1.4Resolution=768x768, Diffusion Calls=2, Memory=11.1GB2023.11 | 238.87 | — | 23.45 | |
| Stable Diffusion-XLResolution=512x512, Diffusion Calls=2, Memory=21.6GB2023.11 | 240.2 | — | 21.57 | |
| MultiDiffusionResolution=768x768, Diffusion Calls=50, Memory=8.6GB2023.11 | 240.56 | — | 22.82 | |
| Stable Diffusion 1.4Resolution=256x256, Diffusion Calls=2, Memory=7.2GB2023.11 | 258.43 | — | 20.14 | |
| MultiDiffusionResolution=1024x1024, Diffusion Calls=162, Memory=8.6GB2023.11 | 264.57 | — | 21.55 | |
| Stable Diffusion 1.4Resolution=1024x1024, Diffusion Calls=1, Memory=14.7GB2023.11 | 266.01 | — | 21.9 | |
| Stable Diffusion-XLResolution=256x256, Diffusion Calls=2, Memory=18.5GB2023.11 | 368.06 | — | 14.4 |