Language Model Accuracy Evaluation on LLM Evaluation Scenarios
85.44AccuracyICL Accuracy
Evaluation Results
| Method | Links | |
|---|---|---|
| ICL AccuracyModel=Qwen2.5-32B2025.09 | 85.44 | |
| ICL AccuracyModel=Llama3-70B2025.09 | 81.93 | |
| Accuracy with LTVModel=Yi-34B, Injection Layer=50% of model's total depth, Injection Position=last-token hidden state2025.09 | 81.37 | |
| ICL AccuracyModel=Yi-34B2025.09 | 81.33 | |
| Accuracy with LTVModel=Llama3-70B, Injection Layer=50% of model's total depth, Injection Position=last-token hidden state2025.09 | 78.18 | |
| Accuracy with LTVModel=Qwen2.5-32B, Injection Layer=50% of model's total depth, Injection Position=last-token hidden state2025.09 | 75.59 | |
| Zero-Shot AccuracyModel=Yi-34B2025.09 | 14.82 | |
| Zero-Shot AccuracyModel=Qwen2.5-32B2025.09 | 12.52 | |
| Zero-Shot AccuracyModel=Llama3-70B2025.09 | 2.51 |