Knowledge Corruption Attack on HotpotQA (Precision, Recall, Cost)
99PrecisionAttnTrace
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AttnTraceLLM=Qwen-2-7B-Instruct2025.08 | 99 | 99 | 7.1 | |
| Self-CitationLLM=Qwen-2-7B-Instruct2025.08 | 92 | 92 | 0.9 | |
| TracLLMLLM=Qwen-2-7B-Instruct2025.08 | 89 | 89 | 127 | |
| STCLLM=Qwen-2-7B-Instruct2025.08 | 86 | 86 | 1.5 | |
| ShapleyLLM=Qwen-2-7B-Instruct2025.08 | 81 | 81 | 132.7 | |
| LIME/Context-CiteLLM=Qwen-2-7B-Instruct2025.08 | 81 | 81 | 134 | |
| DAALLM=Qwen-2-7B-Instruct2025.08 | 79 | 79 | 0.7 | |
| AT2LLM=Qwen-2-7B-Instruct2025.08 | 79 | 79 | 1 | |
| LOOLLM=Qwen-2-7B-Instruct2025.08 | 43 | 43 | 26.8 | |
| GradientLLM=Qwen-2-7B-Instruct2025.08 | 3 | 3 | 1 |