Retrieval on NQ (Target@5, ∆NT@5)
5Target@5CAREATTACK Stage 1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAREATTACK Stage 1Retriever=Qwen3-Embedding-0.6B2026.06 | 5 | 7.47 | |
| CAREATTACK FullRetriever=Qwen3-Embedding-0.6B2026.06 | 4.93 | 0.24 | |
| CAREATTACK Stage 1Retriever=BGE-M32026.06 | 4.93 | 5.67 | |
| MEMITRetriever=Qwen3-Embedding-0.6B2026.06 | 4.9 | 8.24 | |
| CAREATTACK FullRetriever=BGE-M32026.06 | 4.9 | 2.01 | |
| MEMITRetriever=BGE-M32026.06 | 4.87 | 0.77 | |
| LoRARetriever=BGE-M32026.06 | 4.85 | 44.37 | |
| PoisonedRAG-WBRetriever=BGE-M32026.06 | 4.84 | 0.03 | |
| LoRARetriever=Qwen3-Embedding-0.6B2026.06 | 4.66 | 6.31 | |
| PoisonedRAG-BBRetriever=BGE-M32026.06 | 4.62 | 0 | |
| PoisonedRAG-BBRetriever=Qwen3-Embedding-0.6B2026.06 | 4.57 | 0.39 | |
| PoisonedRAG-WBRetriever=Qwen3-Embedding-0.6B2026.06 | 4.53 | 0 | |
| Base RetrieverRetriever=BGE-M32026.06 | 3.18 | 0 | |
| Base RetrieverRetriever=Qwen3-Embedding-0.6B2026.06 | 2.65 | 0 |