Floorplan Generation on RPLAN (test)
1.84FID (Image)TLC-Plan
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TLC-PlanOutput Type=Vector, Model Size (M)=22, Inference Time (s)=0.62026.02 | 1.84 | 0.2 | 2.088 | 2.406 | 0.71 | 0.1 | 0.56 | — | — | — | — | — | — | — | |
| HouseMind-OTime (s)=~22026.03 | 1.89 | — | — | — | — | — | — | 71 | 65.4 | 88.7 | 16.1 | 1.03 | 99.4 | 88 | |
| HouseMind-GTime (s)=~22026.03 | 1.91 | — | — | — | — | — | — | 70.9 | 65.3 | 88.6 | 16 | 1.01 | 99.4 | 88 | |
| GSDiffOutput Type=Vector, Model Size (M)=105, Inference Time (s)=0.72026.02 | 1.98 | 0.192 | 0.069 | 2.989 | 2.84 | 0.45 | 0 | — | — | — | — | — | — | — | |
| Graph2PlanOutput Type=Raster, Model Size (M)=8, Inference Time (s)=0.12026.02 | 2.36 | 0.016 | 1.691 | 6.053 | — | — | — | — | — | — | — | — | — | — | |
| iPLANOutput Type=Raster, Model Size (M)=31, Inference Time (s)=2.82026.02 | 3.84 | 0.256 | 2.395 | 18.393 | — | — | — | — | — | — | — | — | — | — | |
| RPLANOutput Type=Raster, Model Size (M)=111, Inference Time (s)=1.22026.02 | 9.88 | 0.165 | 1.858 | 24.791 | — | — | — | — | — | — | — | — | — | — | |
| MaskPLANOutput Type=Raster, Model Size (M)=947, Inference Time (s)=2.52026.02 | 10.58 | 0.039 | 0.058 | 44.42 | — | — | — | — | — | — | — | — | — | — | |
| ChatHouseDiffusionTime (s)=~302026.03 | 11.3 | — | — | — | — | — | — | 58.9 | 52.1 | 86.6 | 14.9 | 2.36 | 98.5 | 71 | |
| Tell2DesignTime (s)=~152026.03 | 30.5 | — | — | — | — | — | — | 39 | 30.7 | 84 | 13.2 | 6.94 | 80.8 | 19.7 | |
| FloorPlanLLaMATime (s)=~1, reproduced=true, released code=false2026.03 | 49.3 | — | — | — | — | — | — | 60.7 | 51.1 | 87.4 | 15.5 | 2.68 | 92.2 | 57.4 | |
| Qwen-Image-Edit-2509Time (s)=~2402026.03 | 156 | — | — | — | — | — | — | 16.1 | 6.21 | 72.1 | 12.4 | — | — | — |