3D Layout Generation on LayoutVLM benchmark
97.3CFLaviGen (full)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LaviGen (full)T (s)=24.3, configuration=+ Lstep. (full)2026.04 | 97.3 | 98.6 | 76.9 | 77.1 | 78.8 | |
| LaviGen (+ id-aware emb.)T (s)=144.12026.04 | 89.1 | 96.8 | 68.8 | 66.5 | 71.4 | |
| LayoutGPTT (s)=21.32026.04 | 83.8 | 24.2 | 80.8 | 78 | 16.6 | |
| LayoutVLMT (s)=75.52026.04 | 81.8 | 94.9 | 77.5 | 73.2 | 58.8 | |
| LaviGen (+ Lholistic.)T (s)=24.52026.04 | 79.5 | 81.9 | 61.4 | 58.7 | 59.7 | |
| HolodeckT (s)=58.22026.04 | 77.8 | 8.1 | 62.8 | 55.6 | 5.6 | |
| I-DesignT (s)=179.22026.04 | 76.8 | 34.3 | 68.3 | 62.8 | 18 | |
| LaviGen (base model)T (s)=145.72026.04 | 75.6 | 64.8 | 45.1 | 44.7 | 16.7 |