notesum.ai
Published at November 25One Diffusion to Generate Them All
cs.CV
cs.AI
Released Date: November 25, 2024
Authors: Duong H. Le1, Tuan Pham2, Sangho Lee1, Christopher Clark1, Aniruddha Kembhavi1, Stephan Mandt2, Ranjay Krishna3, Jiasen Lu1
Aff.: 1AI2; 2University of California, Irvine; 3AI2, University of Washington
![[Uncaptioned image]](https://arxiv.org/html/2411.16318v1/x1.png)
| Methods | Params (B) | # Data (M) | GenEval |
|---|---|---|---|
| LUMINA-Next [72] | 2.0 | 14 | 0.46 |
| PixArt- [9] | 0.6 | 33 | 0.54 |
| SDXL [41] | 2.6 | – | 0.55 |
| PlayGroundv2.5 [25] | 2.6 | – | 0.56 |
| IF-XL | 5.5 | 1200 | 0.61 |
| SD3-medium [15] | 2.0 | 1000 | 0.62 |
| Hunyuan-DiT [28] | 1.5 | – | 0.63 |
| DALLE3 | – | – | 0.67 |
| FLUX-dev | 12.0 | – | 0.67 |
| FLUX-schnell | 12.0 | – | 0.71 |
| OneDiffusion | 2.8 | 75 | 0.65 |