Compositional Image Generation on DrawBench
5.44Aesthetics ScoreCRD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CRD2026.03 | 5.44 | 0.98 | 22.48 | 28.44 | 0.284 | |
| CRDCFG sampling scale=1.52026.03 | 5.42 | 1.05 | 22.55 | 28.8 | 0.289 | |
| SD3.5-M2026.03 | 5.39 | 0.87 | 22.34 | 27.99 | 0.279 | |
| CRDCFG sampling scale=3.02026.03 | 5.37 | 1.1 | 22.43 | 29 | 0.287 | |
| DiffusionNFT2026.03 | 5.3 | 0.63 | 22.07 | 27.25 | 0.253 | |
| Flow-GRPOKL constraint=w/ KL2026.03 | 5.25 | 1.03 | 22.37 | 29.25 | 0.274 | |
| AWMCFG=w/ CFG2026.03 | 5.25 | 1.06 | 22.12 | 28.86 | 0.278 | |
| AWMCFG=w/o CFG2026.03 | 5.1 | 0.39 | 21.76 | 26.99 | 0.235 | |
| Flow-GRPOKL constraint=w/o KL2026.03 | 4.93 | 0.44 | 21.16 | — | — |