Context Traceback on QMSum LongBench
99PrecisionAttnTrace
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AttnTraceLLM=Llama-3.1-8B-Instruct2025.08 | 99 | 78 | 19.4 | |
| STCLLM=Llama-3.1-8B-Instruct2025.08 | 98 | 77 | 4 | |
| TracLLMLLM=Llama-3.1-8B-Instruct2025.08 | 98 | 77 | 358.8 | |
| AT2LLM=Llama-3.1-8B-Instruct2025.08 | 95 | 74 | 2.5 | |
| LIME/CCLLM=Llama-3.1-8B-Instruct2025.08 | 90 | 70 | 362.4 | |
| DAALLM=Llama-3.1-8B-Instruct2025.08 | 81 | 64 | 1.9 | |
| ShapleyLLM=Llama-3.1-8B-Instruct2025.08 | 79 | 62 | 417.9 | |
| Self-CLLM=Llama-3.1-8B-Instruct2025.08 | 21 | 16 | 3 | |
| LOOLLM=Llama-3.1-8B-Instruct2025.08 | 19 | 15 | 181.5 | |
| GradientLLM=Llama-3.1-8B-Instruct2025.08 | 8 | 6 | 6.6 |