Text-to-image synthesis on COCO 2014 (test)
6.95FID-30keDiff-I
Evaluation Results
| Method | Links | |
|---|---|---|
| eDiff-IType=Diff, # Param.=9.1B, # Images=11.47B, Inf. time=32.0s, Zero-shot=true2023.03 | 6.95 | |
| Parti-20BType=AR, # Param.=20.0B, # Images=3.69B, Zero-shot=true2023.03 | 7.23 | |
| ImagenType=Diff, # Param.=3.0B, # Images=15.36B, Inf. time=9.1s, Zero-shot=true2023.03 | 7.27 | |
| Muse-3BType=AR, # Param.=3.0B, # Images=0.51B, Inf. time=1.3s, Zero-shot=true2023.03 | 7.88 | |
| Parti-3BType=AR, # Param.=3.0B, # Images=3.69B, Inf. time=6.4s, Zero-shot=true2023.03 | 8.1 | |
| GigaGANType=GAN, # Param.=1.0B, # Images=0.98B, Inf. time=0.13s, Zero-shot=true2023.03 | 9.09 | |
| SD-v1.5Type=Diff, # Param.=0.9B, # Images=3.16B, Inf. time=2.9s, Zero-shot=true2023.03 | 9.62 | |
| DALL-E 2Type=Diff, # Param.=5.5B, # Images=5.63B, Zero-shot=true2023.03 | 10.39 | |
| Parti-750MType=AR, # Param.=750M, # Images=3.69B, Zero-shot=true2023.03 | 10.71 | |
| GLIDEType=Diff, # Param.=5.0B, # Images=5.94B, Inf. time=15.0s, Zero-shot=true2023.03 | 12.24 | |
| LDMType=Diff, # Param.=1.5B, # Images=0.27B, Inf. time=9.4s, Zero-shot=true2023.03 | 12.63 | |
| LAFITEType=GAN, # Param.=75M, Inf. time=0.02s, Zero-shot=true2023.03 | 26.94 | |
| DALL-EType=AR, # Param.=12.0B, # Images=1.54B, Zero-shot=true2023.03 | 27.5 |