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Reference-based Video Editing (Add) on VIE-Bench
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10
Instruction Following
Runway
9.896
9.923
9.95
9.977
Dec 18, 2025
Instruction Following
Source Preservation
Editing Quality
Subject Similarity
Avg VLM Score
CLIP Consistency
DINO Consistency
Pick Score
Frame-Text Alignment
Video-Text Alignment
Updated 1mo ago
Evaluation Results
Method
Method
Links
Instruction Following
Source Preservation
Editing Quality
Subject Similarity
Avg VLM Score
CLIP Consistency
DINO Consistency
Pick Score
Frame-Text Alignment
Video-Text Alignment
Runway
Category=Reference-bas...
2025.12
10
10
7.2
8.6
8.95
96.22
96.43
20.12
28.36
27.62
Ours
Category=Reference-bas...
2025.12
9.9
10
7
8.96
8.96
95.92
96.52
19.97
28.11
27.23
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