Poisoned sample identification on CoQA
100RecallGradSentry
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GradSentryPoison Type=BN2026.05 | 100 | 99.6 | 190 | |
| GradSentryPoison Type=AS2026.05 | 100 | 99.7 | 179 | |
| GradSentryPoison Type=CBA2026.05 | 100 | 99.7 | 209 | |
| GradSentryPoison Type=SB2026.05 | 100 | 99.7 | 174 | |
| CUBEPoison Type=BN2026.05 | 100 | 33.43 | 964 | |
| CUBEPoison Type=SB2026.05 | 100 | 33.51 | 634 | |
| GraCeFulPoison Type=BN2026.05 | 100 | 100 | 306 | |
| GraCeFulPoison Type=AS2026.05 | 99.8 | 99.9 | 584 | |
| GraCeFulPoison Type=CBA2026.05 | 99.6 | 99.8 | 337 | |
| GraCeFulPoison Type=SB2026.05 | 99 | 99.5 | 476 | |
| CUBEPoison Type=CBA2026.05 | 98.8 | 31.3 | 743 | |
| CUBEPoison Type=AS2026.05 | 98.2 | 49.9 | 739 |