Conditional Layout Generation on PubLayNet (test)
0.45IoULayoutVAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LayoutVAEmode=conditional2023.05 | 0.45 | 0.15 | 0.37 | — | |
| LayoutDM2023.05 | 0.44 | 3.73 | 0.15 | 4.04 | |
| VTN2023.05 | 0.37 | 13.15 | 0.3 | 13.07 | |
| LayoutGAN++2023.05 | 0.36 | 22.8 | 0.19 | 20.48 | |
| NDNmode=conditional2023.05 | 0.34 | 0.12 | 0.39 | — | |
| NDN-none2023.05 | 0.31 | 16.5 | 0.35 | 35.67 | |
| LayoutGAN-Rdiscriminator=relation-based2023.05 | 0.24 | 45.64 | 0.82 | 100.24 | |
| VTNmode=conditional2023.05 | 0.21 | 0.06 | 0.33 | — | |
| LayoutGAN-Wdiscriminator=wireframe rendering2023.05 | 0.21 | 138.77 | 1.21 | 195.38 | |
| LayoutTransformermode=conditional2023.05 | 0.19 | 0.06 | 0.33 | — | |
| BLTmode=conditional2023.05 | 0.19 | 0.04 | 0.25 | — | |
| LayoutDMmode=conditional2023.05 | 0.0053 | 0.01 | 0.22 | — |