Text-to-Image Generation on GenEval (Multi-faceted Evaluation Suite)
0.96GenEval ScoreGenEval Teacher
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| GenEval TeacherWall-clock time=46.922026.05 | 0.96 | 40 | 22.04 | 0.274 | 0.248 | 5.24 | 0.59 | 2.97 | 0.473 | |
| DiffusionOPDWall-clock time=85.75+11.26†2026.05 | 0.96 | 94 | 23.99 | 0.297 | 0.342 | 6.15 | 1.5 | 3.5 | 0.929 | |
| Multi-Task NFTWall-clock time=128.422026.05 | 0.95 | 96 | 22.59 | 0.288 | 0.282 | 5.41 | 1.08 | 3.23 | 0.715 | |
| Cascade NFTWall-clock time=148.49∗2026.05 | 0.94 | 91 | 23.8 | 0.293 | 0.331 | 6.01 | 1.49 | 3.49 | 0.851 | |
| Multi-Task GRPO-GuardWall-clock time=129.862026.05 | 0.89 | 94 | 23.12 | 0.296 | 0.307 | 5.61 | 1.31 | 3.33 | 0.763 | |
| SD3.5-LResolution=1024x10242026.05 | 0.71 | 68 | 22.91 | 0.289 | 0.288 | 5.5 | 0.96 | 3.25 | 0.601 | |
| FLUX.1-Dev2026.05 | 0.66 | 59 | 22.84 | 0.295 | 0.274 | 5.71 | 0.96 | 3.27 | 0.599 | |
| OCR TeacherWall-clock time=33.172026.05 | 0.65 | 93 | 22.27 | 0.29 | 0.272 | 5.26 | 0.9 | 3.09 | 0.55 | |
| SD3.5-MCFG=true2026.05 | 0.63 | 59 | 22.34 | 0.285 | 0.279 | 5.36 | 0.85 | 3.03 | 0.484 | |
| SD-XLResolution=1024x10242026.05 | 0.55 | 14 | 22.42 | 0.287 | 0.28 | 5.6 | 0.76 | 2.93 | 0.39 | |
| Aes TeacherWall-clock time=85.752026.05 | 0.49 | 59 | 24.02 | 0.295 | 0.346 | 6.22 | 1.498 | 3.48 | 0.698 | |
| SD3.5-MCFG=false2026.05 | 0.24 | 12 | 20.51 | 0.237 | 0.204 | 5.13 | -0.58 | 2.02 | 0 |