Text-to-image generation on LAION-Aesthetic 6.5+ (test)
13.53FIDLCM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LCMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.10 | 13.53 | 28.6 | |
| DPMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.10 | 14.08 | 29.8 | |
| DPM++Number of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.10 | 14.11 | 29.84 | |
| Guided-DistillNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.10 | 14.12 | 29.16 | |
| LCMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.10 | 14.97 | 28.49 | |
| DDIMNumber of Steps=8, Resolution=768x768, Guidance Scale (w)=82023.10 | 15.66 | 29.49 | |
| LCMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.10 | 16.32 | 27.92 | |
| Guided-DistillNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.10 | 16.7 | 28.45 | |
| DPM++Number of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.10 | 20.08 | 27.26 | |
| DPMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.10 | 20.11 | 27.25 | |
| DDIMNumber of Steps=4, Resolution=768x768, Guidance Scale (w)=82023.10 | 24.28 | 26.48 | |
| Guided-DistillNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.10 | 30.7 | 24.88 | |
| LCMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=8, ODE Solver=DDIM-Solver, skipping step (k)=202023.10 | 34.22 | 25.32 | |
| DPMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.10 | 67.14 | 17.11 | |
| DPM++Number of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.10 | 67.14 | 17.11 | |
| DDIMNumber of Steps=2, Resolution=768x768, Guidance Scale (w)=82023.10 | 77.26 | 16.32 | |
| Guided-DistillNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10 | 120.28 | 12.88 | |
| DDIMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10 | 186.83 | 6.93 | |
| DPM++Number of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10 | 188.91 | 7.41 | |
| DPMNumber of Steps=1, Resolution=768x768, Guidance Scale (w)=82023.10 | 188.92 | 7.4 |