Text-to-Image Generation on ImageNet (FID, Precision, Recall, Coverage, Density, Vendi, CLIP)
17.13FIDOriginal
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| OriginalModel=SD3.5, CFG Scale (wCFG)=22026.06 | 17.13 | 81.44 | 51.06 | 80.32 | 0.9311 | 2.05 | 28.61 | |
| DAVE RandomModel=SD3.52026.06 | 17.57 | 85.91 | 54.22 | 83.71 | 1.0114 | 2.5 | 29.39 | |
| CADSModel=SD3.52026.06 | 17.91 | 78.56 | 56.98 | 79.36 | 0.8386 | 2.09 | 29.07 | |
| DAVEModel=SD3.52026.06 | 20.74 | 80.9 | 64.89 | 78.95 | 0.781 | 2.33 | 28.97 | |
| OriginalModel=Flux.1-dev, CFG Scale (wCFG)=22026.06 | 21 | 82.2 | 40.64 | 77.26 | 0.9475 | 2.09 | 28.52 | |
| OriginalModel=SD3.52026.06 | 22.23 | 86.04 | 25.89 | 77.57 | 1.0071 | 1.71 | 29.52 | |
| SPARKEModel=SD3.52026.06 | 22.27 | 86.86 | 31.36 | 40.04 | 1.2289 | 1.77 | 30.16 | |
| DAVE RandomModel=SANA1.52026.06 | 22.41 | 74.19 | 49.11 | 69.9 | 0.7935 | 2.15 | 28.79 | |
| OriginalModel=SANA1.5, CFG Scale (wCFG)=22026.06 | 22.44 | 79.86 | 28.46 | 71.82 | 0.8963 | 1.8 | 28.27 | |
| SPARKEModel=Flux.1-dev2026.06 | 22.65 | 82.98 | 35.61 | 39.35 | 1.1112 | 2.04 | 29.21 | |
| OriginalModel=Flux.1-dev2026.06 | 24.01 | 82.19 | 31.49 | 75.55 | 0.9371 | 1.88 | 29.02 | |
| DAVE RandomModel=Flux.1-dev2026.06 | 24.36 | 69.27 | 60.32 | 72.95 | 0.6869 | 2.44 | 28.18 | |
| DAVEModel=SANA1.52026.06 | 25.16 | 75.88 | 52.54 | 64.35 | 0.6422 | 2.2 | 28.85 | |
| DAVEModel=Flux.1-dev2026.06 | 25.31 | 71.12 | 51.02 | 69.63 | 0.7189 | 2.26 | 28.58 | |
| OriginalModel=SANA1.52026.06 | 27.85 | 78.6 | 16.23 | 66.2 | 0.8506 | 1.59 | 29.18 | |
| SPARKEModel=SANA1.52026.06 | 27.87 | 77.74 | 22.2 | 30.13 | 0.9739 | 1.67 | 29.35 | |
| CADSModel=Flux.1-dev2026.06 | 39.97 | 59.14 | 51.72 | 59.13 | 0.5045 | 2.69 | 26.89 | |
| CADSModel=SANA1.52026.06 | 68.13 | 39.52 | 57.74 | 45.25 | 0.3062 | 2.32 | 26.18 |