High-Resolution Image Generation on LAION-5B 3x3 scaling factor (test)
68.82FIDDemoFusion
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DemoFusionScaling Factor=3x3, FreeU inference=false, FAM diffusion=false2024.11 | 68.82 | 0.0159 | 40.24 | 0.0122 | 32 | 8.6 | |
| SDXL + FAM diffusionScaling Factor=3x3, FreeU inference=false, FAM diffusion=true2024.11 | 69.25 | 0.0007 | 36.4 | 0.01 | 32.25 | 2.5 | |
| AccDiffusionScaling Factor=3x3, FreeU inference=false, FAM diffusion=false2024.11 | 73.47 | 0.021 | 43.64 | 0.014 | 31.5 | 10 | |
| FouriScaleScaling Factor=3x3, FreeU inference=true, FAM diffusion=false2024.11 | 73.57 | 0.0309 | 65.01 | 0.0357 | 28.54 | 6.2 | |
| HiDiffusion + FAM diffusionScaling Factor=3x3, FreeU inference=false, FAM diffusion=true2024.11 | 76.28 | 0.0007 | 36.7 | 0.01 | 32.26 | 1.8 | |
| SDXLScaling Factor=3x3, FreeU inference=false, FAM diffusion=false2024.11 | 78.41 | 0.0136 | 69.4 | 0.021 | 28.44 | 2.2 | |
| HiDiffusionScaling Factor=3x3, FreeU inference=false, FAM diffusion=false2024.11 | 112.51 | 0.0325 | 68.84 | 0.021 | 28.43 | 1.5 |