Camera-controlled Video Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
98.1FVD
14
Jun 16, 2026
90.5Subject Consistency
8
Jun 25, 2026
11.886PSNR
8
Jun 25, 2026
66.34Video Quality
7
May 8, 2026
0.984CLIP Consistency
7
Mar 13, 2026
13.02FID
6
Apr 13, 2026
9.73FID
6
Apr 13, 2026
15.76FID
6
Apr 13, 2026
210.153FVD
6
Apr 8, 2026
5,114.22Average Matches Score
6
Apr 8, 2026
0.637RotErr
6
Feb 26, 2026
54.83FVD
6
Feb 26, 2026
3.162RotErr
5
Feb 26, 2026
87.24Overall Score
5
Feb 26, 2026
86.12Overall Score
5
Feb 26, 2026
85.84Overall Score
5
Feb 26, 2026
55.24Dynamic Degree
4
May 15, 2026
15.85PSNR
4
Mar 6, 2026
23.79PitchErr (abs)
4
Feb 26, 2026
22.261PSNR
4
Feb 26, 2026
22.677PSNR
4
Feb 26, 2026
2.71RelRot
4
Feb 26, 2026
57.83CamMC
3
May 14, 2026
54.56CamMC
3
May 14, 2026
18.15Camera Motion Consistency
3
May 14, 2026