Question Answering on NQ in-corpus setting (test)
39AccuracyCARG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CARGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 39 | 36 | |
| Discern&Answerk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 39 | 33 | |
| SDAGk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 39 | 14 | |
| Discern&Answerk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 37 | 31 | |
| SDAG-D&Ak=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 37 | 17 | |
| SDAG-D&Ak=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 37 | 10 | |
| CARGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 36 | 32 | |
| SDAGk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 36 | 22 | |
| RAGDefenderk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 32 | 27 | |
| RAGDefenderk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 32 | 26 | |
| SDAG-RAGDk=5, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 30 | 20 | |
| SDAG-RAGDk=10, LLM=Llama, Retriever=E5, Setting=Single-adversarial-document in-corpus2026.02 | 28 | 11 |