Visual Text Rendering on DrawBench (test)
94OCR AccuracyFlow-GRPO
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Flow-GRPOTime (s)=121.32026.05 | 94 | 0.291 | 1.1 | 21.365 | -0.092 | 0.208 | |
| TMPOTime (s)=76.32026.05 | 93.5 | 0.31 | 1.111 | 22.309 | 0.11 | 0.241 | |
| GARDOTime (s)=123.82026.05 | 93.1 | 0.291 | 1.085 | 22.087 | 0.064 | 0.228 | |
| TreeGRPOTime (s)=93.42026.05 | 92.1 | 0.29 | 1.11 | 21.099 | -0.292 | 0.18 | |
| MixGRPOTime (s)=116.22026.05 | 91.9 | 0.282 | 1.098 | 20.878 | -0.302 | 0.179 | |
| FLUX.1-dev2026.05 | 59.1 | 0.292 | 1.121 | 21.968 | -0.04 | 0.215 |