Text-conditional generation on PartiPrompts
5.2Generation Speed (x)Ours - N=5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours - N=5Prec.(W/A)=8/8, Bops=8.44T, Size=1029.7, Retrain=false2025.03 | 5.2 | 27.13 | |
| Ours - N=5Prec.(W/A)=4/8, Bops=4.27T, Size=515.9, Retrain=true2025.03 | 5.2 | 27.15 | |
| Deepcache - N=10Prec.(W/A)=32/32, Bops=133.58T, Size=4112.5, Retrain=false2025.03 | 3.56 | 26.86 | |
| BK-SDM - TinyPrec.(W/A)=16/16, Bops=52.50T, Size=648.5, Retrain=true2025.03 | 2.87 | 25.51 | |
| Small SDPrec.(W/A)=16/16, Bops=57.28T, Size=1158.6, Retrain=true2025.03 | 2.8 | 25.99 | |
| BK-SDM - SmallPrec.(W/A)=16/16, Bops=55.75T, Size=966.6, Retrain=true2025.03 | 2.8 | 25.76 | |
| BK-SDM - BasePrec.(W/A)=16/16, Bops=57.30T, Size=1160.2, Retrain=true2025.03 | 2.66 | 26.53 | |
| PLMS - 20 stepsPrec.(W/A)=32/32, Bops=138.78T, Size=4112.5, Retrain=false2025.03 | 2.46 | 27.04 | |
| PLMS - 50 stepsPrec.(W/A)=32/32, Bops=346.96T, Size=4112.5, Retrain=false2025.03 | 1 | 27.23 |