Conditional layout generation (Category to Size and Position) on Rico
1.85FIDReal data
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Real data2023.03 | 1.85 | 69.1 | |
| Real data2023.03 | 1.85 | 69.1 | |
| Real data2023.03 | 1.85 | 69.1 | |
| LayoutDMModel Type=Task-agnostic models2023.03 | 2.22 | 39.2 | |
| BARTModel Type=Task-agnostic models2023.03 | 3.18 | 33.4 | |
| VQDiffusionModel Type=Task-agnostic models2023.03 | 3.21 | 33.1 | |
| LayoutDMModel Type=Task-agnostic models2023.03 | 3.55 | 27.7 | |
| LayoutTransModel Type=Task-agnostic models2023.03 | 3.71 | 53.7 | |
| LayoutTransModel Type=Task-agnostic models2023.03 | 3.73 | 32.3 | |
| BARTModel Type=Task-agnostic models2023.03 | 3.97 | 25.3 | |
| VQDiffusionModel Type=Task-agnostic models2023.03 | 4.34 | 25.2 | |
| BLTModel Type=Task-agnostic models2023.03 | 4.48 | 34 | |
| LayoutTransModel Type=Task-agnostic models2023.03 | 5.57 | 22.3 | |
| LayoutGAN++Model Type=Task-specific models2023.03 | 6.22 | 34.8 | |
| LayoutGAN++Model Type=Task-specific models2023.03 | 6.84 | 26.7 | |
| MaskGITModel Type=Task-agnostic models2023.03 | 8.05 | 32 | |
| BARTModel Type=Task-agnostic models2023.03 | 8.87 | 52.7 | |
| LayoutDMModel Type=Task-agnostic models2023.03 | 9 | 57.6 | |
| VQDiffusionModel Type=Task-agnostic models2023.03 | 11 | 54.1 | |
| BLTModel Type=Task-agnostic models2023.03 | 17.4 | 20.2 | |
| MaskGITModel Type=Task-agnostic models2023.03 | 26.1 | 26.2 | |
| NDN-noneModel Type=Task-specific models2023.03 | 28.4 | 15.8 | |
| LayoutVAEModel Type=Task-specific models2023.03 | 30.6 | 28.3 | |
| LayoutVAEModel Type=Task-specific models2023.03 | 33.3 | 24.9 | |
| MaskGITModel Type=Task-agnostic models2023.03 | 33.5 | 53.3 | |
| NDN-noneModel Type=Task-specific models2023.03 | 62.8 | 21.9 | |
| BLTModel Type=Task-agnostic models, Vocabulary=Trained with [PAD] as additional vocabulary2023.03 | 117 | 47.1 |