Document Background Generation on Self-constructed synthetic academic-style document benchmark (test)
4.24Layout ScoreTrajectory-Guided Diffusion
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Trajectory-Guided Diffusionfull_framework=true2026.01 | 4.24 | 4.07 | 4.14 | 4.74 | 98.12 | 77.9 | 0.6785 | 0.3144 | 4.2992 | |
| Trajectory-Guided DiffusionStyle Bank=disabled2026.01 | 4.1878 | 3.9492 | 4.055 | 4.7 | 98.08 | 77.69 | 0.6661 | 0.3083 | 4.2335 | |
| GPT-52026.01 | 4.155 | 4.3272 | 4.321 | 4.2614 | 80.75 | 72.17 | 0.3113 | 0.1657 | 4.2363 | |
| BAGEL2026.01 | 3.7335 | 3.9735 | 3.8857 | 3.7292 | 82.95 | 36.3 | 0.6317 | 0.1567 | 3.8478 | |
| Trajectory-Guided DiffusionSSC=disabled2026.01 | 3.6885 | 3.7142 | 3.8442 | 4.2785 | 54.2 | 33.3 | 0.6667 | 0.2781 | 3.8764 |