Text Classification on NLU
90AccuracyRet ICL
Evaluation results
| Method | Links | |
|---|---|---|
| Ret ICLBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 90 | |
| Fixed ICLBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 89 | |
| DBSABackbone=Llama-3.1-8B, Context Length=90k2025.03 | 88 | |
| Ret ICLBackbone=Llama-2-7B, Context Length=30k2025.03 | 86 | |
| Fixed ICLBackbone=Llama-2-7B, Context Length=30k2025.03 | 85 | |
| DBSABackbone=Llama-2-7B, Context Length=30k2025.03 | 84 | |
| Fine-TuningBackbone=Llama-3.1-8B, Context Length=90k2025.03 | 82 | |
| Fine-TuningBackbone=Llama-2-7B, Context Length=30k2025.03 | 74 |