Image Generation on ImageNet 128x128 (train val)
1.73FIDDisCo-Diff
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DisCo-DiffConditioning=class-conditioned, Sampler=ODE, Correction=VDM++ correction2024.07 | 1.73 | — | — | — | 414 | |
| VDM++Conditioning=class-conditioned, Sampler=DDPM2024.07 | 1.88 | — | — | — | 512 | |
| DisCo-DiffConditioning=class-conditioned, Sampler=ODE2024.07 | 1.98 | — | — | — | 114 | |
| VDM++Conditioning=class-conditioned, Sampler=ODE2024.07 | 2.29 | — | — | — | 115 | |
| RINConditioning=class-conditioned2024.07 | 2.75 | — | — | — | 1,000 | |
| ADM-GConditioning=class-conditioned2024.07 | 2.97 | — | — | — | 250 | |
| CDM (32, 64, 128)Conditioning=class-conditioned2024.07 | 3.52 | — | — | — | 8,100 | |
| ADMConditioning=class-conditioned2024.07 | 5.91 | — | — | — | 250 | |
| BigGANImplementation=Quoted from paper, G Params=70.43M2020.11 | — | 9.77 | 9.96 | 93.09 | — | |
| BigGANImplementation=Reproduced by authors2020.11 | — | 9.19 | 9.18 | 104.57 | — | |
| CR-BigGANImplementation=Quoted from paper2020.11 | — | 6.66 | — | — | — | |
| Omni-GANG Params=70.43M2020.11 | — | 8.3 | 8.93 | 190.94 | — | |
| Omni-INR-GANG Params=70.43M2020.11 | — | 6.53 | 7.99 | 262.85 | — | |
| S3GANImplementation=Quoted from paper2020.11 | — | 7.7 | — | 83.1 | — |