Automatic Poster Layout Generation on SciPostGen 1.0 (test)
14.8mIoURetrieval-Augmented Poster Layout Generation
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Retrieval-Augmented Poster Layout GenerationGenerator=GPT-5-mini, Input Context=Retrieved Samples, Paper Structures=Yes2025.11 | 14.8 | 0.63 | -0.759 | 3.638 | |
| Retrieved Top-3 (Avg.)Approach Type=Baseline Retrieval, Sample Source=Retriever2025.11 | 14.5 | 0.651 | -0.057 | 2.965 | |
| Retrieval-Augmented Poster Layout GenerationGenerator=GPT-5-mini, Input Context=Retrieved Samples, Paper Structures=No2025.11 | 14.5 | 0.645 | 0.609 | 2.832 | |
| Retrieval-Augmented Poster Layout GenerationGenerator=GPT-5-mini, Input Context=Random Samples, Paper Structures=No2025.11 | 13.8 | 0.64 | 0.384 | 2.958 | |
| Random 3 Samples (Avg.)Approach Type=Baseline Retrieval, Sample Source=Random2025.11 | 12.2 | 0.637 | -0.548 | 3.643 |