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Benchmarks
Image Immunization on CogVideoX I2V pipeline
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0.2
Temporal SSIM
I2VGuard*
-0.00176
0.05062
0.103
0.15538
Sep 27, 2025
Temporal SSIM
Flow Magnitude
Aesthetic Score
Subject Consistency
LPIPS (X vs X_adv)
Human Evaluation Score
Updated 12d ago
Evaluation Results
Method
Method
Links
Temporal SSIM
Flow Magnitude
Aesthetic Score
Subject Consistency
LPIPS (X vs X_adv)
Human Evaluation Score
I2VGuard*
Model=CogVideoX, epsil...
2025.09
0.2
2.48
3.662
0.961
0.335
2.9
Original Image
Model=CogVideoX, epsil...
2025.09
0.077
0.647
5.401
0.99
-
-
VidFreeze
Model=CogVideoX, epsil...
2025.09
0.006
0.05
4.99
0.989
0.282
4.9
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