Text Classification on TREC Fine
0.89AccuracyRet ICL
Evaluation results
| Method | Links | |
|---|---|---|
| Ret ICLBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 0.89 | |
| Fixed ICLBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 0.88 | |
| DBSABackbone=Llama-3.1-8B, Context Length=90k2025.03 | 0.88 | |
| Fine-TuningBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 0.83 | |
| Ret ICLBackbone=Llama-2-7B, Context Length=30k2025.03 | 0.79 | |
| Fine-TuningBackbone=Llama-2-7B, Context Length=30k2025.03 | 0.77 | |
| DBSABackbone=Llama-2-7B, Context Length=30k2025.03 | 0.77 | |
| Fixed ICLBackbone=Llama-2-7B, Context Length=30k2025.03 | 0.76 |