Text-to-Image Generation on Pick-a-Pic, HPSv2, and PartiPrompts (test)
24.9PickScoreDyMO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DyMOBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 24.9 | 0.284 | 1.074 | 6.14 | |
| CritiFusionBackbone=SPO, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 24.09 | 0.304 | 1.183 | 6.29 | |
| DyMOBackbone=SPO, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 23.85 | 0.282 | 1.166 | 6.28 | |
| CritiFusionBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 23.13 | 0.291 | 1.076 | 6.22 | |
| SPOBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 22.81 | 0.278 | 1.082 | 6.32 | |
| Diffusion-DPOBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 22.3 | 0.274 | 0.979 | 5.89 | |
| DNOBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 22.14 | 0.273 | 0.905 | 6.04 | |
| FreeDoMBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 22.13 | 0.272 | 0.772 | 5.91 | |
| FLUXBackbone=FLUX, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 22.04 | 0.276 | 1.011 | 6.08 | |
| PromptOptBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 21.98 | 0.271 | 0.867 | 5.88 | |
| SDXLBackbone=SDXL, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 21.97 | 0.266 | 0.776 | 5.94 | |
| SD v3.5Backbone=SD v3.5, Sampling Steps=50, Sampling Algorithm=DDIM2025.12 | 21.93 | 0.273 | 0.97 | 5.78 |