Pexels
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pexels (held-out)
21.29Min MSE
9
Pexels 45 video-keyframe pairs
0.103LPIPS
8
Pexels (in-the-wild)
0.78CLIP Score
6
Pexels User Study (10 randomly selected videos)
95Visual Quality
5
Pexels 500-frame 720x1280 video 2026 (test)
105Time (min)
5
Pexels (test)
0.9FG-DTFVD
5
Pexels
4.08ID Consistency
4
Pexels 50 videos (RV2V)
0.831CLIP-T Score
4
Pexels 50 videos (TV2V)
0.259CLIP-T
4
Pexels
420.82FVD
4
Pexels Dense
30.4Min MSE
3
Pexels-large (≥ 40)
188.89FVD
3
Pexels med. (<40)
183.14FVD
3
Pexels small (<20)
220.65FVD
3
Pexels random
91.55FVD
3
Pexels 8 Pokes
34.8Min MSE
2
Pexels 4 Pokes
35.8Minimum MSE
2
Pexels 2 Pokes
40.9Min MSE
2
Pexels 1 Poke
41Minimum MSE
2