4D Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.082LPIPS
40
Jun 2, 2026
64.4Imaging Quality
22
Jun 9, 2026
17.8PSNR
13
Jul 3, 2026
0.136LPIPS
6
Jun 2, 2026
0.13LPIPS
6
Jun 2, 2026
0.105Chamfer Distance
6
Apr 24, 2026
1.5Time (h)
6
Feb 26, 2026
0.931CLIP-I
6
Feb 26, 2026
0.094LPIPS
5
Apr 24, 2026
94.28CLIP Orientation (img)
5
Feb 26, 2026
0.888CLIP-O (img)
5
Feb 26, 2026
1Generation Time (min)
5
Feb 26, 2026
0.15LPIPS
5
Feb 26, 2026
4.497Geometry Quality
5
Feb 26, 2026
0.354CLIP Similarity
5
Feb 26, 2026
22.45PSNR
4
Jul 2, 2026
4.388Text Alignment Score
3
Feb 26, 2026
0.983Subject Fidelity Score
3
Feb 26, 2026
0.17LPIPS
1
Jun 29, 2026
0.111LPIPS
1
Jun 29, 2026
0.139LPIPS
1
Jun 29, 2026