Question Answering on HotpotQA (test) (in-corpus setting)
23AccuracySDAG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SDAGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 23 | 29 | |
| SDAG-D&Ak=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 23 | 28 | |
| SDAG-D&Ak=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 21 | 43 | |
| SDAGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 20 | 52 | |
| Discern&Answerk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 20 | 58 | |
| Discern&Answerk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 18 | 62 | |
| CARGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 18 | 61 | |
| SDAG-RAGDk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 18 | 19 | |
| CARGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 16 | 67 | |
| RAGDefenderk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 16 | 30 | |
| SDAG-RAGDk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 13 | 55 | |
| RAGDefenderk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 12 | 67 |