Image Synthesis on ImageNet 64x64
2.07FIDADM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ADMdropout=true, sampling steps=2502021.05 | 2.07 | 4.29 | 74 | 63 | — | |
| ADMdropout=false, sampling steps=2502021.05 | 2.61 | 3.77 | 73 | 63 | — | |
| IDDPM2021.05 | 2.92 | 3.79 | 74 | 62 | — | |
| BigGAN-deeptrained by=current authors2021.05 | 4.06 | 3.96 | 79 | 48 | — | |
| Complexity-Balanced Splitting (CBS)Classifier-Free Guidance (CFG)=true, Activated Parameters=131M, GFLOPs=25, Partitioning=Complexity-derived (0.1, 0.38), Backbone=JiT-B/42026.06 | 13.93 | — | 89 | 30 | 199.38 | |
| Complexity-Balanced Splitting (CBS)Classifier-Free Guidance (CFG)=false, Activated Parameters=131M, GFLOPs=25, Partitioning=Complexity-derived (0.1, 0.38), Backbone=JiT-B/42026.06 | 15.02 | — | 59 | 61 | 29.86 | |
| JiT-B/4 (0.33 0.66)Classifier-Free Guidance (CFG)=true, Activated Parameters=131M, GFLOPs=25, Partitioning=Uniform Split (0.33, 0.66)2026.06 | 15.08 | — | 88 | 28 | 179.39 | |
| JiT-B/4 (0.33 0.66)Classifier-Free Guidance (CFG)=false, Activated Parameters=131M, GFLOPs=25, Partitioning=Uniform Split (0.33, 0.66)2026.06 | 16.39 | — | 57 | 61 | 28.04 | |
| JiT-B/4Classifier-Free Guidance (CFG)=true, Activated Parameters=131M, GFLOPs=25, Partitioning=Monolithic2026.06 | 16.41 | — | 87 | 28 | 158.52 | |
| JiT-B/4Classifier-Free Guidance (CFG)=false, Activated Parameters=131M, GFLOPs=25, Partitioning=Monolithic2026.06 | 17.43 | — | 55 | 59 | 25.92 |