Color-constrained image generation on Color-constrained generation benchmark
0HistKL DivergenceHIG (direct OT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HIG (direct OT)Primary Task=Img-to-Img Translation, Training-free?=true2026.06 | 0 | 26.94 | 6.52 | |
| HIG (guidance + post-hoc OT)Primary Task=Constrained Generation, Training-free?=true2026.06 | 0 | 26.91 | 6.66 | |
| HIG (guidance)Primary Task=Constrained Generation, Training-free?=true2026.06 | 1.09 | 27.19 | 6.78 | |
| StyleShotPrimary Task=Style Transfer, Training-free?=true2026.06 | 1.9 | 26.39 | 5.83 | |
| InstantStyle++Primary Task=Style Transfer, Training-free?=true2026.06 | 2.72 | 26.23 | 6.54 | |
| LoRA+CN+IPPrimary Task=Color/Structure/Style Control, Training-free?=false2026.06 | 3.16 | 22.53 | 5.39 | |
| MPGDPrimary Task=Constrained Generation, Training-free?=true2026.06 | 4.24 | 24.46 | 4.94 | |
| InSTPrimary Task=Style Transfer, Training-free?=false2026.06 | 5.67 | 17.41 | 4.83 | |
| PixelShufflerPrimary Task=Color Scheme Matching, Training-free?=false2026.06 | 5.9 | 23.56 | 4.87 | |
| GPT-4o-ImagePrimary Task=In-Context Generation, Training-free?=true2026.06 | 8.96 | 25.72 | 6.62 | |
| UnconstrainedPrimary Task=Text-to-Image Generation2026.06 | 10.87 | 29.47 | 6.98 | |
| StyleIDPrimary Task=Style Transfer, Training-free?=true2026.06 | 11.32 | 24.76 | 6.18 |