High-Resolution Image Generation on LAION-5B 4x4 scaling factor (test)
58.91FIDSDXL + FAM diffusion
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SDXL + FAM diffusionScaling Factor=4x4, FreeU inference=false, FAM diffusion=true2024.11 | 58.91 | 0.0073 | 43.65 | 0.013 | 32.33 | 6.1 | |
| HiDiffusion + FAM diffusionScaling Factor=4x4, FreeU inference=false, FAM diffusion=true2024.11 | 59.05 | 0.0074 | 44.65 | 0.0134 | 32.31 | 3.1 | |
| DemoFusionScaling Factor=4x4, FreeU inference=false, FAM diffusion=false2024.11 | 65.89 | 0.0087 | 48.44 | 0.0157 | 30.45 | 19.6 | |
| AccDiffusionScaling Factor=4x4, FreeU inference=false, FAM diffusion=false2024.11 | 73.97 | 0.009 | 54.8 | 0.0187 | 30.15 | 20.5 | |
| FouriScaleScaling Factor=4x4, FreeU inference=true, FAM diffusion=false2024.11 | 105.24 | 0.0342 | 70.45 | 0.0223 | 27.86 | 14.7 | |
| HiDiffusionScaling Factor=4x4, FreeU inference=false, FAM diffusion=false2024.11 | 129.91 | 0.0483 | 156.98 | 0.0877 | 24.32 | 2.8 | |
| SDXLScaling Factor=4x4, FreeU inference=false, FAM diffusion=false2024.11 | 160.1 | 0.0602 | 74.37 | 0.0242 | 26.7 | 5.4 |