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Benchmarks
Identity Protection for Image-to-Video Generation on Wan TI2V 5B 2.2
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0.672
ISM
Clean
0.42968
0.49259
0.5555
0.61841
Mar 25, 2026
ISM
C-FIQA
Q-A(F)
Q-A(V)
DINO
Updated 23d ago
Evaluation Results
Method
Method
Links
ISM
C-FIQA
Q-A(F)
Q-A(V)
DINO
Clean
Source Model=CogVideoX...
2026.03
0.672
0.517
0.841
0.899
0.815
MIST
Source Model=CogVideoX...
2026.03
0.635
0.476
0.574
0.678
0.79
VGMShield
Source Model=CogVideoX...
2026.03
0.628
0.499
0.53
0.624
0.778
SDS-
Source Model=CogVideoX...
2026.03
0.608
0.504
0.573
0.667
0.766
AdvDM
Source Model=CogVideoX...
2026.03
0.544
0.456
0.528
0.624
0.743
SDS+
Source Model=CogVideoX...
2026.03
0.538
0.478
0.512
0.622
0.741
Anti-I2V
Source Model=CogVideoX...
2026.03
0.439
0.45
0.502
0.623
0.743
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