Text-to-Image Generation on MultiHuman-Testbench text-to-image
0.56DINO DiffSD3.5-Large
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SD3.5-LargeMethod Category=T2I Models2026.05 | 0.56 | 0.63 | 0.41 | 78 | 86 | 39 | 88 | |
| FLUX [dev]Method Category=T2I Models2026.05 | 0.57 | 0.61 | 0.42 | 77 | 78 | 41 | 85 | |
| SDXLMethod Category=T2I Models2026.05 | 0.62 | 0.62 | 0.49 | 78 | 77 | 37 | 83 | |
| RealCompoMethod Category=Layout-Controlled Models2026.05 | 0.62 | 0.64 | 0.52 | 57 | 50 | 15 | 77 | |
| CreatiLayoutMethod Category=Layout-Controlled Models2026.05 | 0.63 | 0.64 | 0.48 | 75 | 78 | 38 | 84 | |
| FLUX Kontext [dev]Method Category=Editing/Inpainting Models2026.05 | 0.64 | 0.65 | 0.51 | 76 | 82 | 44 | 86 | |
| PeopleComposerMethod Category=Layout-Controlled Models2026.05 | 0.64 | 0.66 | 0.55 | 80 | 84 | 55 | 89 | |
| FLUX Fill [dev]Method Category=Editing/Inpainting Models2026.05 | 0.65 | 0.66 | 0.58 | 80 | 79 | 36 | 85 |