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Video Instruction Editing on InsEdit-Bench
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4.61
Overall Score
InsEdit
2.686
3.1855
3.685
4.1845
Apr 9, 2026
Overall Score
IC Score
TVQ Score
URP Score
Updated 6d ago
Evaluation Results
Method
Method
Links
Overall Score
IC Score
TVQ Score
URP Score
InsEdit
Latency (min)=1.95
2026.04
4.61
4.5
4.54
4.8
VINO
Latency (min)=6.5
2026.04
4.42
4.31
4.31
4.62
UniVideo
Latency (min)=21.5
2026.04
4.26
4.11
4.07
4.59
OmniVideo
Latency (min)=20.58
2026.04
4.13
4.04
4.04
4.32
Lucy-Edit
Latency (min)=0.6
2026.04
3.64
3.24
3.38
4.3
Ditto
Latency (min)=7.33
2026.04
3.58
3.45
3.52
3.77
ICVE
Latency (min)=20.60
2026.04
3.54
2.91
2.94
4.79
VACE-14B
Latency (min)=9.08
2026.04
3.08
2.39
2.64
4.21
InsViE
Latency (min)=1.06
2026.04
2.76
2.19
2.29
3.8
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