Unconditional Image Generation on CIFAR-10 (train)
3.5FIDMasked D-MMD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Masked D-MMDNFE=642026.03 | 3.5 | — | |
| Uniform D-MMDNFE=322026.03 | 3.7 | — | |
| Uniform D-MMDNFE=642026.03 | 3.8 | — | |
| Masked D-MMDNFE=322026.03 | 3.8 | — | |
| Uniform D-MMDNFE=162026.03 | 4.1 | — | |
| Uniform D-MMDNFE=82026.03 | 5 | — | |
| Masked D-MMDNFE=162026.03 | 5.3 | — | |
| Masked TeacherNFE=10242026.03 | 6.4 | — | |
| Masked TeacherNFE=5122026.03 | 6.7 | — | |
| Uniform D-MMDNFE=42026.03 | 7.1 | — | |
| Uniform TeacherNFE=10242026.03 | 7.5 | — | |
| Uniform TeacherNFE=5122026.03 | 7.6 | — | |
| Masked TeacherNFE=2562026.03 | 7.8 | — | |
| Uniform TeacherNFE=2562026.03 | 7.9 | — | |
| Uniform TeacherNFE=1282026.03 | 8.6 | — | |
| Uniform TeacherNFE=642026.03 | 10.7 | — | |
| Masked TeacherNFE=1282026.03 | 11.1 | — | |
| Masked D-MMDNFE=82026.03 | 12.7 | — | |
| Uniform TeacherNFE=322026.03 | 17.1 | — | |
| Masked TeacherNFE=642026.03 | 20 | — | |
| Masked D-MMDNFE=42026.03 | 22.3 | — | |
| Uniform TeacherNFE=162026.03 | 36.3 | — | |
| Masked TeacherNFE=322026.03 | 47.1 | — | |
| Masked TeacherNFE=162026.03 | 122.9 | — | |
| Denoising Diffusion Probabilistic ModelsObjective=L_gamma, fixed isotropic Sigma2020.06 | — | 3.69 | |
| Denoising Diffusion Probabilistic ModelsObjective=L_simple2020.06 | — | 3.72 | |
| Gated PixelCNN2020.06 | — | 2.9 |