Image Generation on CelebA-64 50k samples (test)
1.34FIDSoft Truncation-G++
Evaluation Results
| Method | Links | |
|---|---|---|
| Soft Truncation-G++NFE=1312025.09 | 1.34 | |
| PDM-DDPM++NFE=502025.09 | 1.77 | |
| Soft DiffusionNFE=3002025.09 | 1.85 | |
| Guided Kac FlowNFE=200, Steps=100, Integrator=midpoint2025.09 | 3.36 | |
| DistillKacNFE=202025.09 | 3.42 | |
| Guided Kac FlowNFE=100, Steps=100, Integrator=AB-22025.09 | 3.5 | |
| DDIMNFE=10002025.09 | 3.51 | |
| DistillKacNFE=42025.09 | 4.36 | |
| DistillKacNFE=22025.09 | 5.66 | |
| DDIMNFE=1002025.09 | 6.53 | |
| DistillKacNFE=12025.09 | 7.45 | |
| DDIMNFE=502025.09 | 9.17 | |
| DDIMNFE=202025.09 | 13.73 | |
| DDIMNFE=102025.09 | 17.33 |