Text-to-Image Synthesis on COCO (test)
5.85FIDGALIP
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GALIP2023.01 | 5.85 | — | — | — | — | 0.3338 | |
| eDiff-IType=DF, Param [B]=9.1, Data size [M]=1000, Zero-shot=true2023.01 | 6.95 | — | — | — | — | — | |
| Parti-20BType=AR, Param [B]=20, Data size [M]=>800, Zero-shot=true2023.01 | 7.23 | — | — | — | — | — | |
| ImagenType=DF, Param [B]=7.9, Data size [M]=860, Zero-shot=true2023.01 | 7.27 | — | — | — | — | — | |
| LAFITE2023.01 | 8.21 | — | — | — | — | 0.3335 | |
| XMC-GANNumber of Parameters=166M2020.08 | 9.3 | — | — | — | — | — | |
| XMC-GAN2023.01 | 9.3 | — | — | — | — | — | |
| DALL-E 2Type=DF, Param [B]=6.5, Data size [M]=250, Zero-shot=true2023.01 | 10.39 | — | — | — | — | — | |
| GLIDEType=DF, Param [B]=5, Data size [M]=250, Zero-shot=true2023.01 | 12.24 | — | — | — | — | — | |
| GALIP (CC12M)Type=GAN, Param [B]=0.24+0.08, Data size [M]=12, Zero-shot=true2023.01 | 12.54 | — | — | — | — | — | |
| LDMType=DF, Param [B]=1.45, Data size [M]=400, Zero-shot=true2023.01 | 12.63 | — | — | — | — | — | |
| VQ-Diffusion2023.01 | 13.86 | — | — | — | — | — | |
| Parti-350MType=AR, Param [B]=0.35, Data size [M]=>800, Zero-shot=true2023.01 | 14.1 | — | — | — | — | — | |
| RAT-GAN2022.04 | 14.6 | — | — | — | — | — | |
| GALIP (CC3M)Type=GAN, Param [B]=0.24+0.08, Data size [M]=3, Zero-shot=true2023.01 | 16.12 | — | — | — | — | — | |
| DF-GANNumber of Parameters=19M2020.08 | 19.32 | — | — | — | — | — | |
| DF-GAN2023.01 | 19.32 | — | — | — | — | 0.2972 | |
| SSAG2022.04 | 19.37 | — | — | — | — | — | |
| DF-GAN2022.04 | 21.42 | — | — | — | — | — | |
| DTGAN2022.04 | 23.61 | — | — | — | — | — | |
| Cogview2Type=AR, Param [B]=6, Data size [M]=30, Zero-shot=true2023.01 | 24 | — | — | — | — | — | |
| LAFITEType=GAN, Param [B]=0.15+0.08, Data size [M]=3, Zero-shot=true2023.01 | 26.94 | — | — | — | — | — | |
| CogviewType=AR, Param [B]=4, Data size [M]=30, Zero-shot=true2023.01 | 27.1 | — | — | — | — | — | |
| DALL-EType=AR, Param [B]=12, Data size [M]=250, Zero-shot=true2023.01 | 27.5 | — | — | — | — | — | |
| DAE-GAN2022.04 | 28.12 | — | — | — | — | — | |
| DAE-GANNumber of Parameters=98M2020.08 | 28.12 | — | — | — | — | — | |
| DAE-GAN2023.01 | 28.12 | — | — | — | — | — | |
| TIMENumber of Parameters=120M2020.08 | 31.14 | — | — | — | — | — | |
| DM-GAN2019.04 | 32.64 | — | — | — | — | — | |
| DM-GAN2022.04 | 32.64 | — | — | — | — | — | |
| DM-GANNumber of Parameters=46M2020.08 | 32.64 | — | — | — | — | — | |
| DM-GAN2023.01 | 32.64 | — | — | — | — | — | |
| MirrorGAN2020.08 | 34.71 | — | — | — | — | — | |
| AttnGANWeights Source=officially released weights2019.04 | 35.49 | — | — | — | — | — | |
| AttnGAN2022.04 | 35.49 | — | — | — | — | — | |
| AttnGANNumber of Parameters=230M2020.08 | 35.49 | — | — | — | — | — | |
| CPGANNumber of Parameters=318M2020.08 | 55.8 | — | — | — | — | — | |
| StackGAN++2022.04 | 81.59 | — | — | — | — | — | |
| AttnGAN2019.03 | — | 72.13 | 73.21 | 76.53 | — | — | |
| MirrorGAN2019.03 | — | 74.52 | 76.87 | 80.21 | — | — |