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Benchmarks
Image Immunization on SVD pipeline
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0.305
Temporal SSIM
Original Image
0.00236
0.08093
0.1595
0.23807
Sep 27, 2025
Temporal SSIM
Flow Magnitude
Aesthetic Score
Subject Consistency
LPIPS (X, X_adv)
Human Evaluation Score
Updated 11d ago
Evaluation Results
Method
Method
Links
Temporal SSIM
Flow Magnitude
Aesthetic Score
Subject Consistency
LPIPS (X, X_adv)
Human Evaluation Score
Original Image
Model=SVD, epsilon=16
2025.09
0.305
4.096
4.35
0.98
-
-
I2VGuard*
Model=SVD, epsilon=16
2025.09
0.186
2.246
3.712
0.974
0.213
3.4
VidFreeze
Model=SVD, epsilon=16
2025.09
0.014
0.168
4.301
0.99
0.223
4.5
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