Text-to-Image Evaluation Suite
0.348HPSv2.1ConsistentRFT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ConsistentRFTReward=HPSv2.1, Time (s)=36, Base Model=Flux Dev2026.02 | 0.348 | 1.295 | 0.23 | 6.197 | 0.384 | 3.408 | 3.622 | 2.212 | |
| ConsistentRFTReward=HPSv2.1, Time (s)=14, Sampling steps=20, Base Model=Flux Dev2026.02 | 0.346 | 1.311 | 0.231 | 6.229 | 0.384 | 3.407 | 3.596 | 2.215 | |
| HiDream-FullTime (s)=752026.02 | 0.325 | 1.385 | 0.231 | 5.742 | 0.412 | 3.407 | 3.714 | 2.174 | |
| Qwen-ImageTime (s)=1282026.02 | 0.324 | 1.427 | 0.233 | 6.048 | 0.421 | 3.436 | 3.891 | 2.254 | |
| KolorTime (s)=312026.02 | 0.312 | 0.974 | 0.225 | 6 | 0.386 | 3.296 | 3.376 | 2.098 | |
| Flux Dev (Base)Time (s)=362026.02 | 0.312 | 1.089 | 0.226 | 5.837 | 0.388 | 3.365 | 3.52 | 2.105 | |
| SD-3.5-LTime (s)=172026.02 | 0.303 | 1.143 | 0.228 | 5.853 | 0.41 | 3.33 | 3.627 | 2.128 | |
| Hunyuan-DiTTime (s)=232026.02 | 0.302 | 1.094 | 0.225 | 5.616 | 0.411 | 3.296 | 3.458 | 2.057 | |
| SD-3.5-MTime (s)=142026.02 | 0.302 | 1.13 | 0.227 | 5.659 | 0.411 | 3.35 | 3.58 | 2.094 | |
| SDXLTime (s)=92026.02 | 0.292 | 0.945 | 0.226 | 5.735 | 0.418 | 3.275 | 3.425 | 1.988 |