Watermark Detection on C4 OPT-6.7B
100ROC-AUCTBW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TBWAttacks=No Attack2024.04 | 100 | 99.5 | — | — | |
| KGWAttacks=No Attack2024.04 | 100 | 99.8 | — | — | |
| UnigramAttacks=No Attack2024.04 | 100 | 99.4 | — | — | |
| UnigramFramework=TTP-Detect2026.03 | 100 | 100 | 100 | 100 | |
| SymMarkFramework=TTP-Detect2026.03 | 100 | 100 | 100 | 100 | |
| DiPAttacks=No Attack2024.04 | 99.9 | 99.4 | — | — | |
| SynthIDAttacks=No Attack2024.04 | 99.9 | 99.5 | — | — | |
| KGWFramework=TTP-Detect2026.03 | 99.9 | 99.5 | 100 | 99 | |
| SWEETFramework=TTP-Detect2026.03 | 99.9 | 99.5 | 99.5 | 99.5 | |
| UPVFramework=UPV2026.03 | 99.8 | 99 | 99 | 99 | |
| SIRAttacks=No Attack2024.04 | 99.5 | 97.8 | — | — | |
| MorphMarkFramework=TTP-Detect2026.03 | 99.3 | 96.6 | 99 | 94 | |
| TBWAttacks=Pegasus2024.04 | 99 | 96 | — | — | |
| UnigramAttacks=Pegasus2024.04 | 98.7 | 97 | — | — | |
| KGWAttacks=Pegasus2024.04 | 97.5 | 93.3 | — | — | |
| SIRAttacks=Pegasus2024.04 | 97.1 | 92 | — | — | |
| SynthIDFramework=TTP-Detect2026.03 | 95.7 | 90.8 | 91 | 90.5 | |
| UnigramAttacks=DIPPER2024.04 | 95.5 | 89.3 | — | — | |
| TBWAttacks=DIPPER2024.04 | 94.5 | 88.8 | — | — | |
| UnbiasedFramework=TTP-Detect2026.03 | 92 | 86.7 | 86.5 | 87 | |
| SynthIDAttacks=Pegasus2024.04 | 91 | 83.7 | — | — | |
| SIRAttacks=DIPPER2024.04 | 89.1 | 82.9 | — | — | |
| KGWAttacks=DIPPER2024.04 | 82.6 | 77 | — | — | |
| DiPAttacks=Pegasus2024.04 | 82.4 | 75.6 | — | — | |
| SynthIDAttacks=DIPPER2024.04 | 65 | 67.5 | — | — | |
| DiPAttacks=DIPPER2024.04 | 57.6 | 66.7 | — | — |