Conditional Image Generation on UTKFace 64x64 (test)
0.353SFIDiCCDM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| iCCDMCondition Type=Continuous, Framework Type=Diffusion2026.02 | 0.353 | 1.561 | 1.146 | 5.788 | — | — | |
| CcGAN-AVARCondition Type=Continuous, Framework Type=GAN2026.02 | 0.356 | 1.691 | 1.278 | 6.696 | — | — | |
| CcGAN-AVAR-HResolution=64x642025.08 | 0.356 | 1.691 | 1.278 | 6.696 | 4,166.67 | 3.71 | |
| CcGAN-AVAR-SResolution=64x642025.08 | 0.358 | 1.703 | 1.298 | 7.222 | 4,166.67 | 3.71 | |
| CCDMCondition Type=Continuous, Framework Type=Diffusion2026.02 | 0.363 | 1.542 | 1.184 | 6.164 | — | — | |
| CCDMResolution=64x642025.08 | 0.363 | 1.542 | 1.184 | 6.164 | 2.1 | 6.14 | |
| Dual-NDACondition Type=Continuous, Framework Type=GAN2026.02 | 0.396 | 1.678 | 1.298 | 6.765 | — | — | |
| Dual-NDAResolution=64x642025.08 | 0.396 | 1.678 | 1.298 | 6.765 | 5,555.56 | 2.44 | |
| CcGANCondition Type=Continuous, Framework Type=GAN2026.02 | 0.413 | 1.733 | 1.329 | 8.24 | — | — | |
| CcGANResolution=64x642025.08 | 0.413 | 1.733 | 1.329 | 8.24 | 5,555.56 | 2.44 | |
| CcDPMCondition Type=Continuous, Framework Type=Diffusion2026.02 | 0.466 | 1.56 | 1.211 | 6.868 | — | — | |
| CcDPMResolution=64x642025.08 | 0.466 | 1.56 | 1.211 | 6.868 | 2.1 | 5.7 | |
| FLUX.1Condition Type=Text, Framework Type=Diffusion2026.02 | 0.816 | 1.915 | 0.713 | 9.174 | — | — | |
| SD v1.5Condition Type=Text, Framework Type=Diffusion2026.02 | 1.013 | 2.607 | 1.091 | 5.027 | — | — | |
| Qwen-ImageCondition Type=Text, Framework Type=Diffusion2026.02 | 1.973 | 2.135 | 1.051 | 10.77 | — | — | |
| SD 3 MediumCondition Type=Text, Framework Type=Diffusion2026.02 | 2.012 | 2.068 | 0.426 | 5.452 | — | — |