Controllable Video Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
99.4Motion Smoothness
12
Jun 4, 2026
92.2Preference Rate
12
Jun 19, 2026
59.6AQ
9
May 20, 2026
58.47Appearance Quality (A.Q.)
8
Feb 26, 2026
16.44PSNR
6
Apr 10, 2026
13.91PSNR
6
Apr 10, 2026
32.45FVD
5
Apr 10, 2026
0.56RotErr (°)
5
Feb 26, 2026
4.4VQ (Video Quality)
5
Feb 26, 2026
39.77VQ
4
Jun 1, 2026
25.229PSNR
4
Jun 1, 2026
30.079PSNR
4
Jun 1, 2026
0.806JEPA
4
May 25, 2026
79.4SSIM
4
May 25, 2026
92.52SSIM
4
May 25, 2026
0.993Global Control CCS
4
Apr 21, 2026
96.94Subject Consistency
4
Mar 18, 2026
95.19Subject Consistency
4
Mar 18, 2026
2.75Overall GSB Score
3
Jul 1, 2026
22.8CTEc (base) (s)
3
Jun 23, 2026
21.32PSNR
3
Apr 23, 2026
96.04Background Consistency
3
Feb 26, 2026
17.66PSNR
2
Apr 23, 2026
28.06PSNR
2
Apr 23, 2026