Information Retrieval on Needle In A Haystack (Recall@1K)
90Recall@1KLLaMA3-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| LLaMA3-8BVariant=Baseline2026.01 | 90 | |
| LLaMA3-8BVariant=LoRA-Drop, drop-ratio (rho)=0.5, temporal window (k)=32026.01 | 89.6 | |
| Qwen2.5-7BVariant=Baseline2026.01 | 89 | |
| Qwen2.5-7BVariant=LoRA-Drop, drop-ratio (rho)=0.5, temporal window (k)=32026.01 | 88.6 | |
| LLaMA2-7BVariant=Baseline2026.01 | 88 | |
| LLaMA2-7BVariant=LoRA-Drop, drop-ratio (rho)=0.5, temporal window (k)=32026.01 | 87.5 |