Image Generation on COCO (SSIM, PSNR, LPIPS)
0.91SSIMTMPDiff
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TMPDiffModel=FLUX, Speedup=2.52026.03 | 0.91 | 27.4 | 0.07 | |
| TMPDiffModel=SDXL, Speedup=1.332026.03 | 0.87 | 28.5 | 0.11 | |
| TMPDiffModel=Sana, Steps=15+5, Speedup=2.682026.03 | 0.7 | 18.8 | 0.2 | |
| TMPDiffModel=Pixart, Steps=15+52026.03 | 0.69 | 18.4 | 0.3 | |
| FP16Model=Pixart, Steps=8, Speedup=2.52026.03 | 0.61 | 15.4 | 0.4 | |
| W4A4Model=Pixart, Steps=252026.03 | 0.61 | 15.6 | 0.4 | |
| W4A4Model=Sana, Steps=25, Speedup=2.62026.03 | 0.6 | 15.6 | 0.31 | |
| BF16Model=Sana, Steps=8, Speedup=2.52026.03 | 0.53 | 13.5 | 0.41 | |
| TensorRT fp8Model=FLUX, Speedup=1.572026.03 | 0.47 | 10.2 | 0.75 | |
| TensorRT int8Model=SDXL, Speedup=1.242026.03 | 0.46 | 12.4 | 0.69 |