Poisoned sample identification on WebQA
100RecallGradSentry
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GradSentryPoison Type=BN2026.05 | 100 | 71.5 | 99 | |
| GradSentryPoison Type=AS2026.05 | 100 | 73.43 | 103 | |
| GradSentryPoison Type=CBA2026.05 | 100 | 69.74 | 113 | |
| GradSentryPoison Type=SB2026.05 | 100 | 71.06 | 101 | |
| CUBEPoison Type=BN2026.05 | 100 | 52.31 | 257 | |
| CUBEPoison Type=AS2026.05 | 100 | 52.35 | 249 | |
| CUBEPoison Type=CBA2026.05 | 100 | 49.49 | 277 | |
| CUBEPoison Type=SB2026.05 | 100 | 52.59 | 264 | |
| GraCeFulPoison Type=SB2026.05 | 89.71 | 94.57 | 194 | |
| GraCeFulPoison Type=AS2026.05 | 89.12 | 94.25 | 199 | |
| GraCeFulPoison Type=CBA2026.05 | 89.12 | 94.25 | 210 | |
| GraCeFulPoison Type=BN2026.05 | 88.53 | 93.92 | 194 |