Poster Layout Generation on PosterLayout
1Val ScoreLayoutPrompter(4o)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LayoutPrompter(4o)model=GPT-4o2025.12 | 1 | 0.0032 | 0.0076 | 0.7899 | 0.7485 | 0.2337 | 0.3895 | 0.1749 | |
| PosterLLaVa2025.12 | 1 | 0.0001 | 0.0002 | 1 | 1 | 0.2628 | 0.1649 | 0.1142 | |
| Two-Stage Chain-of-Thought2025.12 | 1 | 0 | 0.0142 | 0.9882 | 0.9642 | 0.1696 | 0.1619 | 0.0932 | |
| LayoutPrompter2025.12 | 0.9992 | 0.0036 | 0.0036 | 0.8986 | 0.8802 | 0.2597 | 0.0992 | 0.1723 | |
| DS-GAN2025.12 | 0.8788 | 0.022 | 0.0046 | 0.8315 | 0.432 | 0.2541 | 0.2088 | 0.1874 |