Text-to-Image Generation on DrawBench Visual Text Rendering
23.68PickScoreChoi et al.
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Choi et al.2026.03 | 23.68 | 29.6 | 32.5 | 6.06 | 1.45 | |
| DiffusionNFT2026.03 | 23.61 | 28.8 | 34.4 | 6.04 | 1.46 | |
| Flow-GRPOKL constraint=w/o KL2026.03 | 23.41 | — | — | 6.15 | 1.24 | |
| Flow-GRPOKL constraint=w/ KL2026.03 | 23.31 | 27.81 | 31.5 | 5.92 | 1.28 | |
| CRD2026.03 | 23.27 | 29.63 | 32.1 | 5.7 | 1.35 | |
| CRDCFG sampling=1.52026.03 | 23.22 | 29.91 | 32.3 | 5.6 | 1.39 | |
| CRDCFG sampling=3.02026.03 | 22.89 | 30.01 | 31.5 | 5.47 | 1.36 | |
| CRDCFG sampling scale=1.52026.03 | 22.5 | 28.77 | 28.7 | 5.31 | 0.97 | |
| Flow-GRPOKL constraint=w/ KL2026.03 | 22.44 | 28.86 | 28.2 | 5.32 | 0.95 | |
| CRDCFG sampling scale=3.02026.03 | 22.44 | 29.16 | 29 | 5.28 | 1.04 | |
| CRD2026.03 | 22.4 | 28.48 | 28.1 | 5.33 | 0.87 | |
| AWMCFG=w/ CFG2026.03 | 22.36 | 28.7 | 28.3 | 5.35 | 0.96 | |
| SD3.5-M2026.03 | 22.34 | 27.99 | 27.9 | 5.39 | 0.87 | |
| SD3.5-M2026.03 | 22.34 | 27.99 | 27.9 | 5.39 | 0.87 | |
| Flow-GRPOKL constraint=w/o KL2026.03 | 21.79 | — | — | 5.13 | 0.58 | |
| AWMCFG=w/o CFG2026.03 | 20.82 | 24.54 | 20.3 | 5.22 | -0.64 | |
| DiffusionNFT2026.03 | 20.53 | 24.08 | 19.6 | 4.89 | -0.81 |