Poisoned sample identification on NQ
100RecallGradSentry
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GradSentryPoison Type=BN2026.05 | 100 | 97.56 | 147 | |
| GradSentryPoison Type=AS2026.05 | 100 | 97.66 | 156 | |
| GradSentryPoison Type=CBA2026.05 | 100 | 97.37 | 161 | |
| GradSentryPoison Type=SB2026.05 | 100 | 97.66 | 148 | |
| CUBEPoison Type=BN2026.05 | 100 | 70.77 | 679 | |
| CUBEPoison Type=AS2026.05 | 100 | 70.97 | 653 | |
| CUBEPoison Type=CBA2026.05 | 100 | 39.12 | 533 | |
| CUBEPoison Type=SB2026.05 | 100 | 34.79 | 483 | |
| GraCeFulPoison Type=AS2026.05 | 99.6 | 99.8 | 276 | |
| GraCeFulPoison Type=BN2026.05 | 99.4 | 99.7 | 402 | |
| GraCeFulPoison Type=SB2026.05 | 98.8 | 99.4 | 282 | |
| GraCeFulPoison Type=CBA2026.05 | 98.4 | 99.19 | 304 |