Text-to-Image Generation on COCO 5K (val)
108.5ImageRewardSoftREPA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SoftREPABackbone=SD32026.05 | 108.5 | 22.55 | 26.91 | 28.91 | 36.21 | |
| Alignment-Guided Score MatchingBackbone=SD32026.05 | 103.3 | 22.39 | 27 | 28.22 | 34.08 | |
| Alignment-Guided Score MatchingBase Model=SD32026.05 | 103.3 | 22.39 | 27 | 28.22 | 34.08 | |
| SD3Backbone=SD32026.05 | 94.27 | 22.54 | 26.3 | 28.09 | 31.59 | |
| SD3Base Model=SD32026.05 | 94.27 | 22.54 | 26.3 | 28.09 | 31.59 | |
| SoftREPABackbone=SDXL2026.05 | 85.28 | 22.63 | 26.78 | 28.41 | 26.42 | |
| Alignment-Guided Score MatchingBackbone=SDXL2026.05 | 84.22 | 22.57 | 26.86 | 27.96 | 24.83 | |
| Alignment-Guided Score MatchingBase Model=SDXL2026.05 | 84.22 | 22.57 | 26.86 | 27.96 | 24.83 | |
| SDXLBackbone=SDXL2026.05 | 75.06 | 22.38 | 26.76 | 27.35 | 24.69 | |
| SDXLBase Model=SDXL2026.05 | 75.06 | 22.38 | 26.76 | 27.35 | 24.69 | |
| SoftREPABackbone=SD1.52026.05 | 40.02 | 21.64 | 27.09 | 26.05 | 29.25 | |
| Alignment-Guided Score MatchingBackbone=SD1.52026.05 | 34.5 | 21.59 | 27.23 | 25.66 | 25.94 | |
| Alignment-Guided Score MatchingBase Model=SD1.52026.05 | 34.5 | 21.59 | 27.23 | 25.66 | 25.94 | |
| SD1.5Backbone=SD1.52026.05 | 17.72 | 21.47 | 26.4 | 25.08 | 24.59 | |
| SD1.5Base Model=SD1.52026.05 | 17.72 | 21.47 | 26.4 | 25.08 | 24.59 |