Text-to-Image Generation on MS-COCO 10K prompts 2014 (val)
26.7FIDFLUX Turbo
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FLUX TurboDistill method=GAN, NFE=82025.10 | 26.7 | — | — | — | 32 | 0.267 | 90 | 0.308 | |
| CorGiD=4, gamma=22, delta=2, Speedup=1.93x2025.12 | 27.56 | 22.6 | 0.83 | 0.15 | — | — | — | — | |
| CorGi+D=4, gamma=22, delta=2, Speedup=1.91x2025.12 | 27.58 | 22.6 | 0.83 | 0.15 | — | — | — | — | |
| CorGiD=5, gamma=20, delta=2, Speedup=2.00x2025.12 | 27.64 | 22.5 | 0.82 | 0.19 | — | — | — | — | |
| CorGi+D=5, gamma=20, delta=2, Speedup=1.97x2025.12 | 27.67 | 22.5 | 0.82 | 0.19 | — | — | — | — | |
| FLUX.1 devDistill method=None, NFE=502025.10 | 27.8 | — | — | — | 34.9 | 0.268 | 90 | 0.309 | |
| ∆-DiTb=30, Speedup=1.59x2025.12 | 28.77 | 22.73 | 0.89 | 0.11 | — | — | — | — | |
| π-Flow (GM-FLUX)Distill method=π-ID, NFE=82025.10 | 29 | — | — | — | 35.4 | 0.268 | 90.1 | 0.311 | |
| π-Flow (GM-FLUX)Distill method=π-ID (data-free), NFE=42025.10 | 29.7 | — | — | — | 36.2 | 0.269 | 90.5 | 0.31 | |
| Hyper-FLUXDistill method=CD+Re, NFE=82025.10 | 29.8 | — | — | — | 33.3 | 0.268 | 89.4 | 0.309 | |
| π-Flow (GM-FLUX)Distill method=π-ID, NFE=42025.10 | 29.8 | — | — | — | 36.1 | 0.269 | 90.3 | 0.308 | |
| PixArt-ΣNumber of steps=502025.12 | 29.94 | 22.69 | 0.87 | — | — | — | — | — | |
| DeepCacheN=2, Speedup=1.31x2025.12 | 30.38 | 22.62 | 0.82 | 0.13 | — | — | — | — | |
| SenseFlow (FLUX)Distill method=VSD+CD+GAN, NFE=42025.10 | 34.1 | — | — | — | 44.2 | 0.266 | 87.9 | 0.308 | |
| Qwen-ImageDistill method=None, NFE=50x22025.10 | 34.1 | — | — | — | 45.6 | 0.282 | 93.6 | 0.312 | |
| BlockDanceN=3, Speedup=1.54x2025.12 | 35.91 | 22.41 | 0.72 | 0.21 | — | — | — | — | |
| π-Flow (GM-Qwen)Distill method=π-ID, NFE=42025.10 | 36 | — | — | — | 46.1 | 0.281 | 93.4 | 0.314 | |
| π-Flow (GM-Qwen)Distill method=π-ID (data-free), NFE=42025.10 | 36 | — | — | — | 45.7 | 0.282 | 93.6 | 0.315 | |
| Qwen-Image LightningDistill method=VSD, NFE=42025.10 | 37.5 | — | — | — | 51.6 | 0.28 | 93.5 | 0.322 |