High-Resolution Image Generation on LAION 5B 2x2 scaling factor (test)
58.91FIDSDXL + FAM diffusion
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SDXL + FAM diffusionScaling Factor=2x2, FreeU inference=false, FAM diffusion=true2024.11 | 58.91 | 0.0072 | 33.96 | 0.008 | 32.35 | 1 | |
| AccDiffusionScaling Factor=2x2, FreeU inference=false, FAM diffusion=false2024.11 | 59.42 | 0.0068 | 37.23 | 0.0105 | 31.69 | 2.6 | |
| SDXLScaling Factor=2x2, FreeU inference=false, FAM diffusion=false2024.11 | 59.47 | 0.0067 | 50.54 | 0.0136 | 30.6 | 0.8 | |
| DemoFusionScaling Factor=2x2, FreeU inference=false, FAM diffusion=false2024.11 | 63.24 | 0.0084 | 36.75 | 0.0096 | 32 | 2.5 | |
| HiDiffusion + FAM diffusionScaling Factor=2x2, FreeU inference=false, FAM diffusion=true2024.11 | 69.61 | 0.014 | 34.26 | 0.0084 | 32.32 | 0.8 | |
| HiDiffusionScaling Factor=2x2, FreeU inference=false, FAM diffusion=false2024.11 | 78.02 | 0.0136 | 51.41 | 0.0139 | 30.5 | 0.6 | |
| FouriScaleScaling Factor=2x2, FreeU inference=true, FAM diffusion=false2024.11 | 78.54 | 0.0136 | 40.8 | 0.013 | 29.8 | 2.3 |