Image Generation on COCO 2017
31.9CLIP ScoreDDIM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DDIMStable Diffusion version=v2, Serial Evals=100, Classifier guidance (w)=7.5, Evaluation model=ViT-g-14, Hardware=4 A100 GPUs2024.12 | 31.9 | 4.6 | — | — | — | |
| SRDSStable Diffusion version=v2, Reference Serial Evals=100, Max Iter=1, Classifier guidance (w)=7.5, Evaluation model=ViT-g-14, Hardware=4 A100 GPUs2024.12 | 31.9 | 2 | 2.3 | 19 | 119 | |
| SRDSStable Diffusion version=v2, Reference Serial Evals=25, Max Iter=3, Classifier guidance (w)=7.5, Evaluation model=ViT-g-14, Hardware=4 A100 GPUs2024.12 | 31.9 | 1.7 | 0.7 | 17 | 74 | |
| DDIMStable Diffusion version=v2, Serial Evals=25, Classifier guidance (w)=7.5, Evaluation model=ViT-g-14, Hardware=4 A100 GPUs2024.12 | 31.7 | 1.2 | — | — | — | |
| SRDSStable Diffusion version=v2, Reference Serial Evals=25, Max Iter=1, Classifier guidance (w)=7.5, Evaluation model=ViT-g-14, Hardware=4 A100 GPUs2024.12 | 31.4 | 0.8 | 1.5 | 9 | 34 |