Text-to-Image Generation on MS-COCO 256x256 (test)
6.61FID (30K)RAPHAEL
Evaluation Results
| Method | Links | |
|---|---|---|
| RAPHAELModel Type=Diffusion Experts, Zero-shot=true2023.05 | 6.61 | |
| DeepFloydVenue/Date=Product, May 2023, Model Type=Diffusion, Zero-shot=true2023.05 | 6.66 | |
| ERNIE-ViLG 2.0Venue/Date=CVPR'23, Model Type=Diffusion Experts, Zero-shot=true2023.05 | 6.75 | |
| eDiff-IVenue/Date=arXiv, Nov. 2022, Model Type=Diffusion Experts, Zero-shot=true2023.05 | 6.95 | |
| ImagenVenue/Date=NeurIPS'22, Model Type=Diffusion, Zero-shot=true2023.05 | 7.27 | |
| Make-A-SceneVenue/Date=ECCV'22, Model Type=Autoregressive, Zero-shot=false2023.05 | 7.55 | |
| Muse-3BVenue/Date=arXiv, Jan. 2023, Model Type=Non-Autoregressive, Zero-shot=true2023.05 | 7.88 | |
| LAFITEVenue/Date=CVPR'22, Model Type=GAN, Zero-shot=false2023.05 | 8.12 | |
| Stable DiffusionVenue/Date=CVPR'22, Model Type=Diffusion, Zero-shot=true2023.05 | 8.32 | |
| DALL-E 2Venue/Date=arXiv, April 2022, Model Type=Diffusion, Zero-shot=true2023.05 | 10.39 | |
| GLIDEVenue/Date=ICML'22, Model Type=Diffusion, Zero-shot=true2023.05 | 12.24 | |
| LDMVenue/Date=CVPR'22, Model Type=Diffusion, Zero-shot=true2023.05 | 12.63 | |
| DM-GAN + CLVenue/Date=CVPR'19, Model Type=GAN, Zero-shot=false2023.05 | 20.79 | |
| DF-GANVenue/Date=CVPR'22, Model Type=GAN, Zero-shot=false2023.05 | 21.42 |