Text-to-Image Generation on PIE-Bench Neg
0.2745Positive Prompt CLIP ScoreDNG
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DNGBackbone=SDXL, stand-alone=true2024.11 | 0.2745 | 1.1652 | 0.2936 | 0.904 | 0.1456 | -1.7628 | 0.1842 | 0.1386 | 0.7787 | 5.9891 | |
| CCFGBackbone=SDXL, stand-alone=true2024.11 | 0.2739 | 1.184 | 0.2978 | 0.9164 | 0.1381 | -1.8234 | 0.179 | 0.1139 | 0.812 | 6.0158 | |
| Perp-NegBackbone=SDXL, stand-alone=false2024.11 | 0.2735 | 1.1919 | 0.2976 | 0.9158 | 0.1384 | -1.8324 | 0.1792 | 0.1192 | 0.8066 | 6.0155 | |
| SLDBackbone=SDXL, stand-alone=false2024.11 | 0.2733 | 1.1743 | 0.2957 | 0.9185 | 0.1392 | -1.8179 | 0.1802 | 0.115 | 0.8128 | 6.0125 | |
| SAFREEBackbone=SDXL, stand-alone=false2024.11 | 0.2729 | 1.1831 | 0.2962 | 0.916 | 0.1389 | -1.8529 | 0.1781 | 0.1182 | 0.8077 | 5.9987 | |
| Perp-NegBackbone=StableDiffusion 1.5, stand-alone=false2024.11 | 0.2724 | 0.6219 | 0.2642 | 0.8462 | 0.1364 | -1.9037 | 0.1798 | 0.0943 | 0.7664 | 5.6017 | |
| CCFGBase Model=StableDiffusion 32024.11 | 0.2722 | 1.2976 | 0.2891 | 0.963 | 0.1316 | -1.7148 | 0.1958 | 0.1185 | 0.8489 | 5.7751 | |
| CCFGBackbone=StableDiffusion 1.5, stand-alone=true2024.11 | 0.2703 | 0.5791 | 0.2695 | 0.854 | 0.1339 | -1.9356 | 0.1709 | 0.0894 | 0.7777 | 5.6211 | |
| DNGBackbone=StableDiffusion 1.5, stand-alone=true2024.11 | 0.2702 | 0.5794 | 0.261 | 0.8454 | 0.1408 | -1.8813 | 0.1753 | 0.1117 | 0.7484 | 5.5947 | |
| SLDBackbone=StableDiffusion 1.5, stand-alone=false2024.11 | 0.2687 | 0.564 | 0.2622 | 0.8485 | 0.1346 | -1.9184 | 0.1715 | 0.0931 | 0.7695 | 5.6053 | |
| NPBackbone=SDXL, stand-alone=true2024.11 | 0.2665 | 0.9658 | 0.2851 | 0.8902 | 0.1313 | -1.9254 | 0.1704 | 0.1093 | 0.7929 | 5.919 | |
| SAFREEBackbone=StableDiffusion 1.5, stand-alone=false2024.11 | 0.2658 | 0.4329 | 0.2595 | 0.8272 | 0.1341 | -1.9551 | 0.1709 | 0.0909 | 0.747 | 5.5969 | |
| NPBase Model=StableDiffusion 32024.11 | 0.2616 | 1.0302 | 0.2813 | 0.9415 | 0.1335 | -1.9418 | 0.1722 | 0.1135 | 0.8346 | 5.7214 | |
| NPBackbone=StableDiffusion 1.5, stand-alone=true2024.11 | 0.2612 | 0.2967 | 0.2572 | 0.7981 | 0.1257 | -2.0176 | 0.1637 | 0.0849 | 0.7303 | 5.5309 |