Image Generation on ImageNet 256x256 50k images (val)
7.45FIDCFG(D2F)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFG(D2F)Guidance Scale (omega)=1.5, NFEs=1202026.01 | 7.45 | 66.27 | |
| CFG-MPGuidance Scale (omega)=1.5, NFEs=1202026.01 | 7.77 | 73.11 | |
| CFG-MP+Guidance Scale (omega)=1.5, NFEs=1202026.01 | 7.91 | 78.26 | |
| Re-samplingGuidance Scale (omega)=1.5, NFEs=1202026.01 | 8.56 | 67.87 | |
| CFG-MPGuidance Scale (omega)=1.5, NFEs=602026.01 | 8.85 | 72.85 | |
| CFG(D2F)Guidance Scale (omega)=1.5, NFEs=602026.01 | 8.95 | 65.9 | |
| FSGGuidance Scale (omega)=1.5, NFEs=1202026.01 | 9.14 | 65.73 | |
| CFG(D2F)Guidance Scale (omega)=2, NFEs=1202026.01 | 9.18 | 71.48 | |
| Z-samplingGuidance Scale (omega)=1.5, NFEs=1202026.01 | 9.21 | 63.91 | |
| CFG-MP+Guidance Scale (omega)=1.5, NFEs=602026.01 | 9.21 | 76.78 | |
| CFG-MPGuidance Scale (omega)=2, NFEs=1202026.01 | 9.26 | 79.25 | |
| CFG-MP+Guidance Scale (omega)=2, NFEs=1202026.01 | 9.34 | 86.26 | |
| CFG(DDIM)Guidance Scale (omega)=1.5, NFEs=1202026.01 | 9.61 | 61.86 | |
| CFG-MPGuidance Scale (omega)=2, NFEs=602026.01 | 10.03 | 78.74 | |
| CFG(D2F)Guidance Scale (omega)=2, NFEs=602026.01 | 10.26 | 70.57 | |
| CFG-MP+Guidance Scale (omega)=2, NFEs=602026.01 | 10.28 | 84.67 | |
| FSGGuidance Scale (omega)=1.5, NFEs=602026.01 | 11.42 | 67.2 | |
| Re-samplingGuidance Scale (omega)=1.5, NFEs=602026.01 | 11.48 | 66.98 | |
| CFG-MPGuidance Scale (omega)=2.5, NFEs=1202026.01 | 11.48 | 83.74 | |
| CFG(D2F)Guidance Scale (omega)=2.5, NFEs=1202026.01 | 11.49 | 77.83 | |
| CFG-MP+Guidance Scale (omega)=2.5, NFEs=1202026.01 | 11.49 | 90.45 | |
| FSGGuidance Scale (omega)=2, NFEs=1202026.01 | 11.5 | 74.75 | |
| Z-samplingGuidance Scale (omega)=1.5, NFEs=602026.01 | 11.53 | 63.56 | |
| Re-samplingGuidance Scale (omega)=2, NFEs=1202026.01 | 11.63 | 73.07 | |
| Z-samplingGuidance Scale (omega)=2, NFEs=1202026.01 | 11.68 | 72.52 | |
| CFG(DDIM)Guidance Scale (omega)=1.5, NFEs=602026.01 | 11.76 | 61.39 | |
| CFG(DDIM)Guidance Scale (omega)=2, NFEs=1202026.01 | 12.17 | 69.25 | |
| CFG-MP+Guidance Scale (omega)=2.5, NFEs=602026.01 | 12.3 | 88.72 | |
| CFG-MPGuidance Scale (omega)=2.5, NFEs=602026.01 | 12.51 | 82.45 | |
| FSGGuidance Scale (omega)=2, NFEs=602026.01 | 12.76 | 72.31 | |
| Z-samplingGuidance Scale (omega)=2, NFEs=602026.01 | 12.85 | 70.47 | |
| CFG(D2F)Guidance Scale (omega)=2.5, NFEs=602026.01 | 12.85 | 76.26 | |
| Re-samplingGuidance Scale (omega)=2, NFEs=602026.01 | 12.92 | 71.88 | |
| CFG(DDIM)Guidance Scale (omega)=2, NFEs=602026.01 | 13.29 | 67.98 | |
| FSGGuidance Scale (omega)=2.5, NFEs=1202026.01 | 14.01 | 77.14 | |
| Z-samplingGuidance Scale (omega)=2.5, NFEs=1202026.01 | 14.07 | 75.86 | |
| Re-samplingGuidance Scale (omega)=2.5, NFEs=1202026.01 | 14.14 | 76.01 | |
| CFG(DDIM)Guidance Scale (omega)=2.5, NFEs=1202026.01 | 14.71 | 73.17 | |
| FSGGuidance Scale (omega)=2.5, NFEs=602026.01 | 15.04 | 75.98 | |
| Re-samplingGuidance Scale (omega)=2.5, NFEs=602026.01 | 15.17 | 75.25 | |
| Z-samplingGuidance Scale (omega)=2.5, NFEs=602026.01 | 15.21 | 74.82 | |
| CFG(DDIM)Guidance Scale (omega)=2.5, NFEs=602026.01 | 15.83 | 72.53 |