Text-to-Image Generation on LAION-Aesthetic 6+
35.36FID (1 Step)LCM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LCMResolution=512x512, Guidance scale (w)=8, Skipping step (k)=20, ODE Solver=DDIM-Solver2023.10 | 35.36 | 13.31 | 11.1 | 11.84 | 24.14 | 27.83 | 28.69 | 28.84 | |
| Guided-DistillResolution=512x512, Guidance scale (w)=82023.10 | 108.21 | 33.25 | 15.12 | 13.89 | 12.08 | 22.71 | 27.25 | 28.17 | |
| DDIMResolution=512x512, Guidance scale (w)=82023.10 | 183.29 | 81.05 | 22.38 | 13.83 | 6.03 | 14.13 | 25.89 | 29.29 | |
| DPMResolution=512x512, Guidance scale (w)=82023.10 | 185.78 | 72.81 | 18.53 | 12.24 | 6.35 | 15.1 | 26.64 | 29.54 | |
| DPM++Resolution=512x512, Guidance scale (w)=82023.10 | 185.78 | 72.81 | 18.43 | 12.2 | 6.35 | 15.1 | 26.64 | 29.55 |