Text-to-Image Generation on DiffusionDB Real User Prompts (test)
1,508Win CountReFL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReFLBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.52023.04 | 1,508 | 58.79 | |
| Dataset FilteringBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.52023.04 | 1,394 | 55.17 | |
| RAFTBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.5, iter=12023.04 | 1,341 | 49.86 | |
| SD v1.4 (baseline)Backbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.52023.04 | 1,315 | — | |
| Reward WeightedBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.52023.04 | 1,075 | 39.52 | |
| RAFTBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.5, iter=22023.04 | 753 | 30.85 | |
| RAFTBackbone=Stable Diffusion v1.4, Scheduler=PNDM, Guidance Scale=7.5, iter=32023.04 | 398 | 20.97 |