Robustness to purification defenses on LTX-Video (test)
4.46Subject PreservationI2VGuard
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| I2VGuardPurification Defense=ADVClean [11]2026.07 | 4.46 | 3.62 | 3.32 | 3.62 | 3.76 | |
| Anti-PromptPurification Defense=ADVClean [11]2026.07 | 4.31 | 3.44 | 3.28 | 3.43 | 3.62 | |
| I2VGuardPurification Defense=Crop and Resize [15]2026.07 | 4.23 | 3.23 | 3.03 | 2.6 | 3.27 | |
| Anti-PromptPurification Defense=Crop and Resize [15]2026.07 | 4.01 | 3.01 | 2.85 | 2.44 | 3.08 | |
| I2VGuardPurification Defense=JPEG Compression [15]2026.07 | 3.65 | 2.72 | 2.65 | 2.51 | 2.88 | |
| Anti-PromptPurification Defense=JPEG Compression [15]2026.07 | 3.62 | 2.6 | 2.51 | 2.47 | 2.8 |