Video Editing
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
28.82CLIP-T
8
Apr 27, 2026
12.4Distance (x1000)
8
Apr 24, 2026
19.15IA Score
8
Apr 10, 2026
57.7Background Replacement Score
8
Apr 10, 2026
94.56SC Score
8
Mar 11, 2026
99.3MS
8
Mar 4, 2026
4.49Overall Score
8
Feb 26, 2026
0.48DVS Score
8
Feb 26, 2026
28.86CLIP score
8
Feb 26, 2026
8.02Editing Quality
7
May 22, 2026
4.165Edit Quality
7
Mar 31, 2026
9.867Instruction Following Score
7
Mar 20, 2026
0Distance (Scaled by 1e3)
7
Feb 26, 2026
0Distortion (x1000)
7
Feb 26, 2026
3.71Frame LPIPS
7
Feb 26, 2026
0.32CLIP Score
7
Feb 26, 2026
95.863CLIP Score
6
Jul 7, 2026
89.6Object Replacement Success Rate
6
May 19, 2026
7.91Follow Score
6
May 7, 2026
1.9Warp-Err
6
Apr 15, 2026
24.37PSNR
6
Feb 26, 2026
81.39VBench Quality
6
Feb 26, 2026
85.2Editing Consistency Score
6
Apr 10, 2026
73.22Sphy
6
Feb 26, 2026
71.89Sphy
6
Feb 26, 2026