Video Editing
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
3.51Overall Score
39
Jun 1, 2026
4.34Overall Score
28
May 25, 2026
22.8ViCLIPdir
20
Apr 21, 2026
9.533Instruction Following
18
May 7, 2026
5.404Frames Quality
17
Apr 21, 2026
4.21Text Adherence Score
14
Mar 19, 2026
48.42Background MSE
14
Feb 26, 2026
0Distortion (x10^3)
14
Feb 26, 2026
26.36CLIP Score
13
Feb 26, 2026
90.6Preference Rate
12
Jun 19, 2026
20.42Pick Score
12
Feb 26, 2026
10.27Structural Distance
11
May 21, 2026
7.73Editing Quality
11
Feb 26, 2026
99.1CLIP Score
11
Feb 26, 2026
0Distance (Scaled)
10
May 22, 2026
67Total Score
10
May 7, 2026
1.85Warp Error
10
Apr 15, 2026
9.733Instruction Following Score
10
Mar 20, 2026
7.76VLM Score
10
Feb 26, 2026
0.251ViCLIPout
9
Feb 26, 2026
0.284ViCLIPout
9
Feb 26, 2026
27TA Score
8
Jun 26, 2026
7.61Overall Score
8
May 19, 2026
7.89Quality Score
8
May 7, 2026
25.19CLIP Temporal Score
8
Apr 27, 2026