Text-to-Image Generation on GenEval (DreamSim, Vendi, HPSv2 Scores)
0.477DreamSim Scorenoise optimization strategy
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| noise optimization strategyBackbone=SDXL-Turbo, Noise Initialization=white noise2025.12 | 0.477 | 4 | 0.261 | |
| noise optimization strategyBackbone=Flux.1 [schnell], Noise Initialization=white noise2025.12 | 0.446 | 2.753 | 0.293 | |
| Parmar et al.Backbone=Flux.1 [schnell], Noise Initialization=white noise2025.12 | 0.413 | 2.473 | 0.296 | |
| Parmar et al.Backbone=SDXL-Turbo, Noise Initialization=white noise2025.12 | 0.331 | 2.348 | 0.275 | |
| i.i.d. samplingBackbone=Flux.1 [schnell], Noise Initialization=white noise2025.12 | 0.307 | 2.013 | 0.304 | |
| i.i.d. samplingBackbone=SDXL-Turbo, Noise Initialization=white noise2025.12 | 0.249 | 1.999 | 0.263 |