Class-to-image generation on ImageNet 256x256 50k images 2012 (test)
7.45FIDCFG(D2F)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFG(D2F)Guidance Scale (ω)=1.5, NFEs=1202026.01 | 7.45 | 66.27 | |
| CFG-MPGuidance Scale (ω)=1.5, NFEs=1202026.01 | 7.77 | 73.11 | |
| CFG-MP+Guidance Scale (ω)=1.5, NFEs=1202026.01 | 7.91 | 78.26 | |
| Re-samplingGuidance Scale (ω)=1.5, NFEs=1202026.01 | 8.56 | 67.87 | |
| CFG-MPGuidance Scale (ω)=1.5, NFEs=602026.01 | 8.85 | 72.85 | |
| CFG(D2F)Guidance Scale (ω)=1.5, NFEs=602026.01 | 8.95 | 65.9 | |
| FSGGuidance Scale (ω)=1.5, NFEs=1202026.01 | 9.14 | 65.73 | |
| CFG(D2F)Guidance Scale (ω)=2, NFEs=1202026.01 | 9.18 | 71.48 | |
| Z-samplingGuidance Scale (ω)=1.5, NFEs=1202026.01 | 9.21 | 63.91 | |
| CFG-MP+Guidance Scale (ω)=1.5, NFEs=602026.01 | 9.21 | 76.78 | |
| CFG-MPGuidance Scale (ω)=2, NFEs=1202026.01 | 9.26 | 79.25 | |
| CFG-MP+Guidance Scale (ω)=2, NFEs=1202026.01 | 9.34 | 86.26 | |
| CFG(DDIM)Guidance Scale (ω)=1.5, NFEs=1202026.01 | 9.61 | 61.86 | |
| CFG-MPGuidance Scale (ω)=2, NFEs=602026.01 | 10.03 | 78.74 | |
| CFG(D2F)Guidance Scale (ω)=2, NFEs=602026.01 | 10.26 | 70.57 | |
| CFG-MP+Guidance Scale (ω)=2, NFEs=602026.01 | 10.28 | 84.67 | |
| FSGGuidance Scale (ω)=1.5, NFEs=602026.01 | 11.42 | 67.2 | |
| Re-samplingGuidance Scale (ω)=1.5, NFEs=602026.01 | 11.48 | 66.98 | |
| FSGGuidance Scale (ω)=2, NFEs=1202026.01 | 11.5 | 74.75 | |
| Z-samplingGuidance Scale (ω)=1.5, NFEs=602026.01 | 11.53 | 63.56 | |
| Re-samplingGuidance Scale (ω)=2, NFEs=1202026.01 | 11.63 | 73.07 | |
| Z-samplingGuidance Scale (ω)=2, NFEs=1202026.01 | 11.68 | 72.52 | |
| CFG(DDIM)Guidance Scale (ω)=1.5, NFEs=602026.01 | 11.76 | 61.39 | |
| CFG(DDIM)Guidance Scale (ω)=2, NFEs=1202026.01 | 12.17 | 69.25 | |
| FSGGuidance Scale (ω)=2, NFEs=602026.01 | 12.76 | 72.31 | |
| Z-samplingGuidance Scale (ω)=2, NFEs=602026.01 | 12.85 | 70.47 | |
| Re-samplingGuidance Scale (ω)=2, NFEs=602026.01 | 12.92 | 71.88 | |
| CFG(DDIM)Guidance Scale (ω)=2, NFEs=602026.01 | 13.29 | 67.98 |