Conditional Image Generation on ImageNet 256
1.34FIDSiT-XL/2 + MG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SiT-XL/2 + MGGuidance=MG, IMG/S=0.762025.02 | 1.34 | 4.58 | 321.5 | 81 | 65 | |
| L-DiTGuidance=CFG, IMG/S=0.032025.02 | 1.35 | 4.15 | 295.3 | 79 | 65 | |
| REPAGuidance=CFG, IMG/S=0.392025.02 | 1.42 | 4.7 | 305.7 | 80 | 65 | |
| RARXXLGuidance=CFG, IMG/S=2.12025.02 | 1.48 | — | 326 | 80 | 63 | |
| MAR-HGuidance=CFG, IMG/S=0.32025.02 | 1.55 | — | 303.7 | 81 | 62 | |
| MDTv2Guidance=CFG, IMG/S=0.12025.02 | 1.58 | 4.52 | 314.7 | 79 | 65 | |
| VARd30Guidance=CFG, IMG/S=6.32025.02 | 1.73 | — | 350.2 | 82 | 60 | |
| DiT-XL/2 + MGGuidance=MG, IMG/S=0.22025.02 | 2.03 | 4.36 | 292.1 | 81 | 66 | |
| SiT-XL/2Guidance=CFG, IMG/S=0.392025.02 | 2.06 | 4.49 | 277.5 | 83 | 59 | |
| VDM++Guidance=CFG2025.02 | 2.12 | — | 267.7 | 81 | 65 | |
| DiT-XL/2Guidance=CFG, IMG/S=0.12025.02 | 2.27 | 4.6 | 278.2 | 83 | 57 | |
| U-ViT-HGuidance=CFG2025.02 | 2.29 | 5.68 | 263.9 | 82 | 57 | |
| LDMGuidance=CFG2025.02 | 3.6 | — | 247.7 | 87 | 48 | |
| ADMGuidance=CFG2025.02 | 4.59 | 5.25 | 186.7 | 82 | 52 |