Question Answering on RQA poison @ Position 10, k=10 (test)
76Robustness AccuracyMIS
Evaluation Results
| Method | Links | |
|---|---|---|
| MISModel=GPT-4o-mini, k=102025.09 | 76 | |
| MISModel=Mistral-7B, k=102025.09 | 70 | |
| MISModel=Llama3.2-3B, k=102025.09 | 68 | |
| RobustRAGModel=GPT-4o-mini, k=102025.09 | 68 | |
| RobustRAGModel=Llama3.2-3B, k=102025.09 | 60 | |
| InstructRAGModel=GPT-4o-mini, k=102025.09 | 57 | |
| RobustRAGModel=Mistral-7B, k=102025.09 | 55 | |
| Vanilla RAGModel=GPT-4o-mini, k=102025.09 | 55 | |
| AstuteRAGModel=GPT-4o-mini, k=102025.09 | 54 | |
| Vanilla RAGModel=Llama3.2-3B, k=102025.09 | 42 | |
| InstructRAGModel=Llama3.2-3B, k=102025.09 | 39 | |
| AstuteRAGModel=Mistral-7B, k=102025.09 | 33 | |
| AstuteRAGModel=Llama3.2-3B, k=102025.09 | 31 | |
| InstructRAGModel=Mistral-7B, k=102025.09 | 28 | |
| Vanilla RAGModel=Mistral-7B, k=102025.09 | 17 |