Text-to-Image Generation on COCO 10K prompts 2014 (karpathy 30K)
30.37HPSGNDMR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GNDMRNFE=4, Res.=1024, Img-Free=✓, Cost=128*8k2026.03 | 30.37 | 22.88 | 12.53 | 38.2 | 28.02 | 12.21 | |
| Flow-GRPO* (CFG=7)NFE=50, Res.=1024, Img-Free=-2026.03 | 30.35 | 22.9 | 12.56 | 38.52 | 26.63 | 12.39 | |
| GNDMR-ISNFE=4, Res.=1024, Img-Free=✓, Cost=128*4k2026.03 | 30 | 22.89 | 12.48 | 38.15 | 28.84 | 12.47 | |
| DMDR*NFE=4, Res.=1024, Img-Free=✓2026.03 | 29.5 | 22.77 | 11.98 | 38.1 | 29.1 | 14.11 | |
| Base Model (CFG=7)NFE=50, Res.=1024, Img-Free=-2026.03 | 29 | 22.72 | 12.1 | 38.86 | 24.48 | — | |
| LCMNFE=4, Res.=1024, Img-Free=✗2026.03 | 27.76 | 22.31 | 11.61 | 36.97 | 27.71 | 15.9 | |
| Flash-SD3NFE=4, Res.=1024, Img-Free=✗2026.03 | 27.47 | 22.65 | 11.98 | 38.07 | 26.01 | 12.21 | |
| Hyper-SD (CFG=5)NFE=8, Res.=1024, Img-Free=✗2026.03 | 27.2 | 21.9 | 11.22 | 37.76 | 26.94 | 10.09 | |
| DMD2*NFE=4, Res.=1024, Img-Free=✗2026.03 | 26.64 | 22.36 | 11.37 | 38 | 27.28 | 16.51 |