Text-to-Image Generation on Pick-a-Pic (500), HPSv2 (500), and PartiPrompts (1000) (test)
23.07PickScoreDyMO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DyMOBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 23.07 | 0.278 | 0.717 | 5.83 | |
| CritiFusionBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 22.02 | 0.264 | 0.613 | 5.86 | |
| FreeDoMBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 21.96 | 0.261 | 0.396 | 5.52 | |
| SPOBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 21.46 | 0.267 | 0.232 | 5.7 | |
| Diffusion-KTOBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 21.15 | 0.272 | 0.616 | 5.7 | |
| Diffusion-DPOBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 20.97 | 0.266 | 0.299 | 5.59 | |
| SD v1.5Backbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 20.73 | 0.234 | 0.17 | 5.34 | |
| AlignPropBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 20.56 | 0.263 | 0.113 | 5.46 | |
| PromptOptBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 20.26 | 0.249 | -0.337 | 5.47 | |
| DNOBackbone=SD v1.5, Sampling steps=50, Sampler=DDIM2025.12 | 20.05 | 0.259 | -0.321 | 5.6 |