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Benchmarks
Video Editing on DAVIS (40 selected object-centric videos)
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31.7
Prompt Consistency (P.C.)
TokenFlow
29.828
30.314
30.8
31.286
Dec 19, 2023
Prompt Consistency (P.C.)
Temporal Consistency (T.C.)
Warping Error (W.E.)
Long-term Temporal Consistency (L.C.)
Updated 4d ago
Evaluation Results
Method
Method
Links
Prompt Consistency (P.C.)
Temporal Consistency (T.C.)
Warping Error (W.E.)
Long-term Temporal Consistency (L.C.)
TokenFlow
Time (Inference effici...
2023.12
31.7
97.7
7
19.6
ControlNet per frame
Time (Inference effici...
2023.12
31.4
91.4
36.6
58.6
ControlVideo-edge
Time (Inference effici...
2023.12
31.4
97.5
6.9
23.9
Text2Video-zero
Time (Inference effici...
2023.12
31.2
96.4
20.7
42.5
MaskINT
Time (Inference effici...
2023.12
31.1
95.2
9.5
27.7
Tune-a-Video
Time (Inference effici...
2023.12
29.9
96.6
20.4
48.2
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