Image Generation on CIFAR-10 2009 (test)
1.79FIDSOTA Diffusion
Evaluation results
| Method | Links | |
|---|---|---|
| SOTA Diffusion2024.12 | 1.79 | |
| DDPM++ (VP)SDE Variant=VP, Solver=RK-45 or Heun2024.12 | 2.18 | |
| Normal PMMClass conditioning=true, Data Augmentation=Adaptive Data Augmentation2024.12 | 2.18 | |
| NCSN++ (VE, deep)SDE Variant=VE, Network Depth=Deep2024.12 | 2.2 | |
| PFGM, deepNetwork Depth=Deep, Solver=RK-45 or Heun2024.12 | 2.35 | |
| NCSN++ (VE)SDE Variant=VE2024.12 | 2.38 | |
| DDPM++ (VP, deep)SDE Variant=VP, Network Depth=Deep2024.12 | 2.41 | |
| Style GAN w/ADAData Augmentation=Adaptive Data Augmentation (ADA)2024.12 | 2.42 | |
| DDPM++ (VE)SDE Variant=VE, Solver=RK-45 or Heun2024.12 | 2.48 | |
| PFGMSolver=RK-45 or Heun2024.12 | 2.48 | |
| DDPM++ (VP)SDE Variant=VP2024.12 | 2.55 | |
| DDPM++2024.12 | 2.78 | |
| DDPM2024.12 | 3.17 |