Text-to-Image Synthesis on MS COCO 64x64 zero-shot
6.95Zero-shot FID30keDiff-I
Evaluation results
| Method | Links | ||
|---|---|---|---|
| eDiff-IResolution=256x256, Zero-shot evaluation=true2023.01 | 6.95 | — | |
| PartiResolution=256x256, Zero-shot evaluation=true2023.01 | 7.23 | — | |
| ImagenResolution=256x256, Zero-shot evaluation=true2023.01 | 7.27 | — | |
| StyleGAN-TModel type=GAN, Hardware=NVIDIA A100 GPU2023.01 | 7.3 | 0.06 | |
| GLIDEModel type=Diffusion, Hardware=NVIDIA A100 GPU2023.01 | 7.4 | 10.9 | |
| LDMModel type=Diffusion, Downsampling=Lanczos to 64x64, Hardware=NVIDIA A100 GPU2023.01 | 7.59 | — | |
| eDiff-IModel type=Diffusion, Hardware=NVIDIA A100 GPU2023.01 | 7.6 | 26 | |
| MuseResolution=256x256, Zero-shot evaluation=true2023.01 | 7.88 | — | |
| simple diffusion (U-ViT 2B)Resolution=256x256, Zero-shot evaluation=true2023.01 | 8.3 | — | |
| Stable DiffusionModel type=Diffusion, Downsampling=Lanczos to 64x64, Hardware=NVIDIA A100 GPU2023.01 | 8.4 | — | |
| Dalle-2Resolution=256x256, Zero-shot evaluation=true2023.01 | 10.39 | — | |
| GLIDEResolution=256x256, Zero-shot evaluation=true2023.01 | 12.24 | — | |
| LAFITEModel type=GAN, Downsampling=Lanczos to 64x64, Speed Estimation=Estimated for native 64x64 resolution, Hardware=NVIDIA A100 GPU2023.01 | 14.8 | 0.01 |