Compositional Text-to-Image Generation on T2I-CompBench
0.7935Color AccuracyBiDPO
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BiDPObackbone=SDXL2026.05 | 0.7935 | 0.6047 | 0.7136 | 0.2341 | 0.3229 | |
| GenTron2026.05 | 0.7674 | 0.57 | 0.715 | 0.2098 | 0.3202 | |
| Flux.1-dev2026.05 | 0.7635 | 0.511 | 0.6279 | 0.2802 | 0.308 | |
| ELLA2026.05 | 0.726 | 0.5634 | 0.6686 | 0.2214 | 0.3069 | |
| EVOGEN2026.05 | 0.7104 | 0.5457 | 0.7234 | 0.2176 | 0.3308 | |
| Dimba-G2026.05 | 0.6921 | 0.5707 | 0.6821 | 0.2105 | 0.3298 | |
| MARS2026.05 | 0.6913 | 0.5431 | 0.7123 | 0.1924 | 0.321 | |
| PixArt-α2026.05 | 0.6886 | 0.5582 | 0.7044 | 0.2082 | 0.3179 | |
| GORS2026.05 | 0.6603 | 0.4785 | 0.6287 | 0.1815 | 0.3193 | |
| Attn-Exct v22026.05 | 0.64 | 0.4517 | 0.5963 | 0.1455 | 0.3109 | |
| ECLIPSE2026.05 | 0.6119 | 0.5429 | 0.6165 | 0.1903 | 0.3139 | |
| SDXLmode=baseline2026.05 | 0.589 | 0.469 | 0.5313 | 0.2123 | 0.312 | |
| InstanceDiffusion2026.05 | 0.5433 | 0.4472 | 0.5293 | 0.2791 | 0.2947 | |
| Stable Diffusion 22026.05 | 0.5065 | 0.4221 | 0.4922 | 0.1342 | 0.3096 | |
| LMD+2026.05 | 0.4814 | 0.4865 | 0.5699 | 0.2537 | 0.2828 | |
| GLIGEN2026.05 | 0.4288 | 0.3998 | 0.3904 | 0.2632 | 0.3036 |