Text-to-Image Generation on LAION-SG top-500 (test)
0.3864SG-IoUGround Truth
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ground Truth2026.02 | 0.3864 | 0.9304 | 0.8129 | 0.724 | 0.7536 | |
| RL-RIGpost-training status=post-trained2026.02 | 0.3699 | 0.9059 | 0.7837 | 0.8219 | 0.7322 | |
| RL-RIGpost-training status=w/o post-training2026.02 | 0.3575 | 0.9109 | 0.777 | 0.7986 | 0.7212 | |
| RL-RIGreflection=w/o reflection, number of samples (@)=102026.02 | 0.3468 | 0.9156 | 0.7729 | 0.8392 | 0.7273 | |
| Flux2026.02 | 0.3319 | 0.9 | 0.7714 | 0.7993 | 0.7256 | |
| SD3.5 Large2026.02 | 0.2955 | 0.8145 | 0.7056 | 0.7896 | 0.6908 | |
| LAION-SG2026.02 | 0.2618 | 0.7805 | 0.6858 | 0.6388 | 0.5133 | |
| RL-RIGStage=post-trained, Baseline=LAION-SG2026.02 | 0.1081 | 0.1254 | 0.0979 | 0.1831 | 0.2189 | |
| RL-RIGStage=post-trained, Baseline=SD3.5 Large2026.02 | 0.0744 | 0.0914 | 0.0781 | 0.0323 | 0.0414 | |
| RL-RIGStage=post-trained, Baseline=Flux2026.02 | 0.038 | 0.0059 | 0.0123 | 0.0226 | 0.0066 | |
| RL-RIGStage=post-trained, Baseline=RL-RIG(w/o post-training)2026.02 | 0.0124 | -0.005 | 0.0067 | 0.0233 | 0.011 |