Question Answering on TriviaQA (in-corpus setting, test)
72ACCSDAG-D&A
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SDAG-D&Ak=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 72 | 10 | |
| SDAGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 70 | 17 | |
| SDAG-D&Ak=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 67 | 20 | |
| Discern&Answerk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 66 | 34 | |
| SDAG-RAGDk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 64 | 15 | |
| Discern&Answerk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 62 | 37 | |
| SDAGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 62 | 27 | |
| RAGDefenderk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 62 | 29 | |
| CARGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 61 | 41 | |
| CARGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 57 | 45 | |
| SDAG-RAGDk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 54 | 30 | |
| RAGDefenderk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 53 | 39 |