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Benchmarks
Instruction-guided Video Editing on VideoCoF-Bench 1.0 (test)
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8.97
Instruct Follow Score
VideoCoF
3.0316
4.5733
6.115
7.6567
Dec 8, 2025
Instruct Follow Score
Content Preservation Score
Visual Quality Score
Success Ratio
CLIP Score (Text)
CLIP Score (Feature)
DINO Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Instruct Follow Score
Content Preservation Score
Visual Quality Score
Success Ratio
CLIP Score (Text)
CLIP Score (Feature)
DINO Score
VideoCoF
fine-tuning data=50k v...
2025.12
8.97
8.2
7.77
76.36
28
0.992
0.991
ICVE
pretraining=1M videos,...
2025.12
7.79
8.06
8.14
57.76
27.49
0.992
0.986
VACE
captioning=GPT-4o–gene...
2025.12
7.47
5.82
7.61
26.6
27.02
0.994
0.99
LucyEdit
2025.12
5.24
6.5
6.37
29.64
26.98
0.991
0.986
InsV2V
2025.12
3.41
6.15
5.51
6.39
26.19
0.988
0.978
Senorita
type=I2V model guided...
2025.12
3.26
6.3
5.48
10.35
26.04
0.994
0.988
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