High-resolution Image Generation
63.48FID_rSDXL + FAM diffusion
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SDXL + FAM diffusionScaling Factor=2 x 42024.11 | 63.48 | 0.009 | 41.44 | 0.0115 | 30.6 | — | — | |
| AccDiffusionScaling Factor=2 x 42024.11 | 70.42 | 0.0119 | 55.73 | 0.0205 | 29 | — | — | |
| FouriScaleScaling Factor=2 x 4, inference with FreeU=true2024.11 | 71.86 | 0.0302 | 63.28 | 0.0322 | 25.8 | — | — | |
| SDXLScaling Factor=2 x 42024.11 | 80.62 | 0.0236 | 67.46 | 0.0302 | 25.5 | — | — | |
| DemoFusionScaling Factor=2 x 42024.11 | 81.69 | 0.0112 | 54.48 | 0.0165 | 29.3 | — | — | |
| HiDiffusionScaling Factor=2 x 42024.11 | 118.56 | 0.038 | 65.46 | 0.021 | 26.3 | — | — | |
| DemoFusionUpsampling model=standard SDXL, Inference steps=50, Time (sec)=752026.02 | — | — | — | — | — | 68.46 | 13.15 | |
| FouriScaleUpsampling model=standard SDXL, Inference steps=50, Time (sec)=872026.02 | — | — | — | — | — | 72.65 | 12.31 | |
| FreeScaleUpsampling model=standard SDXL, Inference steps=50, Time (sec)=532026.02 | — | — | — | — | — | 52.87 | 13.56 | |
| PixelRushUpsampling model=SDXL-Turbo, Inference steps=1, Time (sec)=42026.02 | — | — | — | — | — | 50.13 | 14.32 | |
| SDXL-DIUpsampling model=standard SDXL, Inference steps=50, Time (sec)=282026.02 | — | — | — | — | — | 73.34 | 10.93 |