Watermark Detection on C4 Gemma-7B
1ROC-AUCDiP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiPAttacks=No Attack2024.04 | 1 | 99.9 | |
| SynthIDAttacks=No Attack2024.04 | 1 | 99.7 | |
| TBWAttacks=No Attack2024.04 | 0.998 | 99.9 | |
| UnigramAttacks=No Attack2024.04 | 0.998 | 99.6 | |
| KGWAttacks=No Attack2024.04 | 0.995 | 99.7 | |
| SIRAttacks=No Attack2024.04 | 0.99 | 97.3 | |
| UnigramAttacks=Pegasus2024.04 | 0.985 | 95.9 | |
| KGWAttacks=Pegasus2024.04 | 0.983 | 96.2 | |
| TBWAttacks=Pegasus2024.04 | 0.981 | 95.1 | |
| SIRAttacks=Pegasus2024.04 | 0.952 | 90.3 | |
| SynthIDAttacks=Pegasus2024.04 | 0.912 | 84.2 | |
| UnigramAttacks=DIPPER2024.04 | 0.911 | 85.1 | |
| TBWAttacks=DIPPER2024.04 | 0.871 | 81.1 | |
| DiPAttacks=Pegasus2024.04 | 0.836 | 75.9 | |
| KGWAttacks=DIPPER2024.04 | 0.825 | 77.3 | |
| SIRAttacks=DIPPER2024.04 | 0.822 | 77.5 | |
| SynthIDAttacks=DIPPER2024.04 | 0.656 | 67.6 | |
| DiPAttacks=DIPPER2024.04 | 0.546 | 66.8 |