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Image-to-Video Protection Evaluation on I2V protection evaluation protocol unseen prompts 1.0
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4.72
Subject Preservation Score
Clean
3.1496
3.5573
3.965
4.3727
Jul 1, 2026
Subject Preservation Score
Structural Consistency Score
Dynamic Consistency Score
Artifact Suppression Score
Average Protection Score
Updated 22d ago
Evaluation Results
Method
Method
Links
Subject Preservation Score
Structural Consistency Score
Dynamic Consistency Score
Artifact Suppression Score
Average Protection Score
Clean
Target I2V Model=CogVi...
2026.07
4.72
4.22
3.91
4.66
4.38
I2VGuard
Target I2V Model=CogVi...
2026.07
4.71
3.95
3.66
3.13
3.86
Anti-Prompt
Target I2V Model=CogVi...
2026.07
4.26
2.82
2.61
2.28
2.99
Clean
Target I2V Model=LTX-V...
2026.07
3.78
2.83
2.85
3.08
3.13
I2VGuard
Target I2V Model=LTX-V...
2026.07
3.37
2.21
2.17
1.95
2.46
Anti-Prompt
Target I2V Model=LTX-V...
2026.07
3.21
2.2
2.17
1.92
2.38
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