Class Conditional Image Generation on CIFAR-10 class conditional 32x32
1.77FIDSDM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SDMSchedule=EDM (rho = 7), Formulation=VE2026.02 | 1.77 | 32 | |
| SDMSchedule=SDM (Adaptive Scheduling), Formulation=VE2026.02 | 1.77 | 33 | |
| HeunSchedule=EDM (rho = 7), Formulation=VE2026.02 | 1.78 | 35 | |
| EDM2024.10 | 1.79 | 35 | |
| SDMSchedule=EDM (rho = 7), Formulation=VP2026.02 | 1.81 | 30 | |
| SDMSchedule=SDM (Adaptive Scheduling), Formulation=VP2026.02 | 1.81 | 32 | |
| HeunSchedule=EDM (rho = 7), Formulation=VP2026.02 | 1.82 | 35 | |
| HeunSchedule=COS, Formulation=VE2026.02 | 1.87 | 35 | |
| HeunSchedule=COS, Formulation=VP2026.02 | 1.92 | 35 | |
| HeunSchedule=SDM (Adaptive Scheduling), Formulation=VP2026.02 | 1.92 | 35 | |
| HeunSchedule=SDM (Adaptive Scheduling), Formulation=VE2026.02 | 1.92 | 35 | |
| Oscillation HGFArchitecture=DDPM2024.10 | 1.97 | 35 | |
| VP-SDE2024.10 | 2.48 | 35 | |
| VE-SDE2024.10 | 3.11 | 35 | |
| EulerSchedule=SDM (Adaptive Scheduling), Formulation=VE2026.02 | 5.12 | 17 | |
| EulerSchedule=SDM (Adaptive Scheduling), Formulation=VP2026.02 | 6.1 | 17 | |
| EulerSchedule=COS, Formulation=VE2026.02 | 6.66 | 17 | |
| EulerSchedule=EDM (rho = 7), Formulation=VE2026.02 | 6.75 | 17 | |
| EulerSchedule=COS, Formulation=VP2026.02 | 7.05 | 17 | |
| EulerSchedule=EDM (rho = 7), Formulation=VP2026.02 | 7.09 | 17 |