Adversarial Downstream Generation on MS MARCO
35Benign Success Rate @5Clean
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CleanGenerator=LLaMA-7B2026.06 | 35 | 0 | 64 | 5 | |
| CleanGenerator=Mistral-7B-v0.12026.06 | 35 | 0 | 71 | 3 | |
| InsertGenerator=LLaMA-7B2026.06 | 30 | 1.87 | 36 | 29 | |
| InsertGenerator=Mistral-7B-v0.12026.06 | 30 | 1.87 | 40 | 47 | |
| CAREATTACKGenerator=LLaMA-7B2026.06 | 4 | 4.84 | 0 | 78 | |
| CAREATTACKGenerator=Mistral-7B-v0.12026.06 | 4 | 4.84 | 1 | 93 |