3D Scene Generation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.01Camera Control
33
Mar 4, 2026
0.012CD (Surface)
28
Apr 14, 2026
22.9FID
14
May 26, 2026
100Left/Right Accuracy
11
Feb 26, 2026
5.56Embedding Generation Time (s)
8
Feb 26, 2026
0.047Interpenetration
8
Feb 26, 2026
0.372LPIPS (Perceptual)
7
Apr 15, 2026
0.381LPIPS (P)
7
Apr 15, 2026
54.2CLIP-A
7
Apr 3, 2026
19.37PSNR
6
Jul 7, 2026
23.61PSNR
6
Jul 7, 2026
31.79Clip Score
6
Apr 24, 2026
0.126Chamfer Distance
6
Mar 20, 2026
27.57PSNR
6
Feb 26, 2026
91.08Camera Control
5
Jul 7, 2026
1.244KID
5
Apr 21, 2026
24LPIPS
5
Apr 1, 2026
5.37Geometric Quality
5
Mar 31, 2026
0.006CD-S
5
Feb 26, 2026
20.39PSNR-D
5
Feb 26, 2026
65P(Tr)
5
Feb 26, 2026
14.76FID (XZ)
4
May 14, 2026
5.33Plausibility
4
Apr 14, 2026
56.6CDS
4
Apr 7, 2026
0.049FID
4
Apr 2, 2026