3D-Front
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
3D-FRONT (test)
22.18CLIP Score
7
3D-FRONT Living room
35.34FID
7
3D-FRONT Bedroom
21.59FID
7
3D-Front last 1000 samples (test)
0.001Penetration Depth
6
3D-Front (last 1000 samples)
0.11S. Chamfer Distance
6
3D-FRONT (synthetic data)
2.68Chamfer Distance
6
3D-FRONT synthetic data 14
3.38Chamfer Distance (CD)
6
3D-FRONT overall
0.061Chamfer Distance (CD)
6
3D-FRONT (visible)
0.04Chamfer Distance (CD)
6
3D-FRONT 25 scenes (held-out)
98.71Completeness
6
3D-FRONT 25 scenes (held-out)
10.749Angular Error
6
3D-FRONT 25 scenes (held-out)
0.093MAE (m)
6
3D-FRONT (held-out scenes)
0.064Chamfer Distance (m)
6
3D-Front
5.23SA
6
3D-Front (test)
9.45Inference Time
6
3D-Front
65.92FID
6
3D-FRONT (test)
1.72Misorientation Rate
6
3D-FRONT synthetic (test)
0.34Chamfer Distance (CD)
6
3D-FRONT synthetic (test)
4AbsRel
6
3D-FRONT-T synthetic (test)
7.96MAE
6
3D-FRONT-T
34.5PSNR
6
3D-FRONT rectangular-only subset of 3 × 257 scenes (all)
4.6OOB
6
3D-FRONT
76.6CLIP-T
6
3D-FRONT
21.63PSNR
6
3D-FRONT Occluded 1.0
0.126Chamfer Distance
6