Generative Image Modeling on ImageNet 64x64
2.23FIDDxMI + N2CE (M=100)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DxMI + N2CE (M=100)Backbone=EDM, NFE=102024.05 | 2.23 | 75.7 | 59.9 | |
| EDM (Heun)Backbone=EDM, NFE=792024.05 | 2.44 | 71 | 67 | |
| DxMI + Value GuidanceBackbone=EDM, NFE=102024.05 | 2.67 | 78 | 57.4 | |
| DxMIBackbone=EDM, NFE=102024.05 | 2.68 | 77.7 | 57.4 | |
| DxMI + NCE (M=1)Backbone=EDM, NFE=102024.05 | 2.69 | 75.6 | 58.5 | |
| Consistency ModelBackbone=EDM, NFE=22024.05 | 4.7 | 69 | 64 | |
| Consistency ModelBackbone=EDM, NFE=12024.05 | 6.2 | 68 | 63 | |
| EDM (Ancestral)†Backbone=EDM, NFE=102024.05 | 50.27 | 37 | 35 |