Class-conditional Image Generation on CIFAR-10 class-conditional (test)
1.64FIDIPFM
Evaluation Results
| Method | Links | |
|---|---|---|
| IPFMD=2048, alpha=1.0, NFE=42025.09 | 1.64 | |
| IPFMD=∞ (Diffusion), alpha=1.0, NFE=42025.09 | 1.64 | |
| PFGM++ TeacherD=2048, NFE=352025.09 | 1.74 | |
| IPFMD=2048, alpha=0.5, NFE=42025.09 | 1.81 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=352025.09 | 1.81 | |
| IPFMD=∞ (Diffusion), alpha=0.5, NFE=42025.09 | 1.86 | |
| PFGM++ TeacherD=2048, NFE=252025.09 | 1.9 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=252025.09 | 1.94 | |
| IPFMD=2048, alpha=1.0, NFE=22025.09 | 1.96 | |
| IPFMD=∞ (Diffusion), alpha=1.0, NFE=22025.09 | 1.97 | |
| IPFMD=∞ (Diffusion), alpha=0.5, NFE=22025.09 | 2.37 | |
| IPFMD=2048, alpha=0.5, NFE=22025.09 | 2.54 | |
| IPFMD=2048, alpha=1.0, NFE=12025.09 | 3.13 | |
| PFGM++ TeacherD=2048, NFE=172025.09 | 3.13 | |
| IPFMD=∞ (Diffusion), alpha=1.0, NFE=12025.09 | 3.16 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=172025.09 | 3.21 | |
| IPFMD=∞ (Diffusion), alpha=0.5, NFE=12025.09 | 4.36 | |
| IPFMD=2048, alpha=0.5, NFE=12025.09 | 4.43 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=92025.09 | 34.88 | |
| PFGM++ TeacherD=2048, NFE=92025.09 | 35.59 | |
| PFGM++ TeacherD=2048, NFE=12025.09 | 100 | |
| PFGM++ TeacherD=2048, NFE=52025.09 | 100 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=12025.09 | 100 | |
| PFGM++ TeacherD=∞ (Diffusion), NFE=52025.09 | 100 |