House layout generation on LIFULL HOME's dataset
0.25Realism (All Groups)GTGAN
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GTGAN2023.03 | 0.25 | 7.1 | 5.4 | 9.6 | 7.5 | 16.9 | 0.06 | 0.62 | 2.14 | 2.63 | 3.42 | |
| HouseGAN++reproduced_by_authors=true2023.03 | 0.19 | 11.8 | 7.6 | 12.2 | 10.1 | 18.3 | 0.08 | 0.77 | — | 3.65 | 7.43 | |
| HouseGAN2023.03 | 0.17 | 13.6 | 9.4 | 14.4 | 11.6 | 20.1 | 0.1 | 1.1 | 2.9 | 3.9 | 10.8 | |
| GCN2023.03 | 0.14 | 18.6 | 17 | 18.1 | 22.7 | 31.5 | 0.1 | 0.8 | 2.3 | 3.2 | 3.7 | |
| CNN-only2023.03 | -0.54 | 13.2 | 26.6 | 43.6 | 54.6 | 90 | 0.4 | 3.1 | 8.1 | 15.8 | 34.7 | |
| Ashual et al.2023.03 | -0.55 | 64 | 92.2 | 87.6 | 122.8 | 149.9 | 0.2 | 2.7 | 6.2 | 19.2 | 36 | |
| Johnson et al.2023.03 | -0.58 | 69.8 | 86.9 | 80.1 | 117.5 | 123.2 | 0.2 | 2.6 | 5.2 | 17.5 | 29.3 |