Retrieval on HotpotQA (Target@5, ∆NT@5)
5Target@5MEMIT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MEMITRetriever=Qwen3-Embedding-0.6B2026.06 | 5 | 0.25 | |
| CAREATTACK Stage 1Retriever=Qwen3-Embedding-0.6B2026.06 | 5 | 0.24 | |
| CAREATTACK FullRetriever=Qwen3-Embedding-0.6B2026.06 | 5 | 0.24 | |
| PoisonedRAG-WBRetriever=BGE-M32026.06 | 5 | 0.04 | |
| PoisonedRAG-BBRetriever=BGE-M32026.06 | 4.99 | 0 | |
| LoRARetriever=BGE-M32026.06 | 4.99 | 7.82 | |
| MEMITRetriever=BGE-M32026.06 | 4.99 | 0.6 | |
| CAREATTACK Stage 1Retriever=BGE-M32026.06 | 4.99 | 0.59 | |
| CAREATTACK FullRetriever=BGE-M32026.06 | 4.99 | 0.59 | |
| PoisonedRAG-WBRetriever=Qwen3-Embedding-0.6B2026.06 | 4.97 | 0.13 | |
| PoisonedRAG-BBRetriever=Qwen3-Embedding-0.6B2026.06 | 4.95 | 0.1 | |
| LoRARetriever=Qwen3-Embedding-0.6B2026.06 | 4.95 | 3.4 | |
| Base RetrieverRetriever=BGE-M32026.06 | 4.87 | 0 | |
| Base RetrieverRetriever=Qwen3-Embedding-0.6B2026.06 | 4.72 | 0 |