Graphic Layout Generation on CGL-dataset (test)
45.59RcomContentGAN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ContentGAN2023.03 | 45.59 | 17.08 | 1.143 | 0.0397 | 0.8626 | 0.0071 | 93.4 | — | — | |
| LayoutVTNtype=content-agnostic2023.03 | 41.77 | 22.21 | 1.323 | 0.013 | 0.9698 | 0.0047 | — | — | — | |
| LayoutVTNtype=image-agnostic2026.04 | 41.77 | 22.21 | 1.323 | 0.013 | 0.9698 | 0.0047 | — | 30.14 | 7.13 | |
| LayoutDMtype=image-agnostic2026.04 | 41.2 | 27.91 | 1.792 | 0.0146 | 0.9532 | 0.0032 | — | 32.36 | 5.02 | |
| LayoutTransformertype=content-agnostic2023.03 | 40.92 | 21.08 | 1.31 | 0.0156 | 0.9516 | 0.0049 | — | — | — | |
| LayoutTransformertype=image-agnostic2026.04 | 40.92 | 21.08 | 1.31 | 0.0156 | 0.9516 | 0.0049 | — | 27.24 | 6.25 | |
| LayoutDiffusiontype=image-agnostic2026.04 | 40.56 | 27.36 | 1.772 | 0.0116 | 0.9624 | 0.0028 | — | 28.76 | 4.28 | |
| CGL-GAN2023.03 | 35.77 | 15.47 | 0.805 | 0.0233 | 0.9359 | 0.0098 | 99.6 | — | — | |
| CGL-GANtype=image-aware2026.04 | 35.77 | 15.47 | 0.805 | 0.0233 | 0.9359 | 0.0098 | — | 15.31 | 5.1 | |
| PDA-GAN2023.03 | 33.55 | 12.77 | 0.688 | 0.029 | 0.9481 | 0.0105 | 99.7 | — | — | |
| PDA-GANtraining_data=Data I2023.03 | 33.55 | 12.77 | 0.688 | 0.029 | 0.9481 | 0.0105 | — | — | — | |
| PDA-GANtype=image-aware2026.04 | 33.55 | 12.77 | 0.688 | 0.029 | 0.9481 | 0.0105 | — | 12.39 | 4.98 |