Knowledge Evaluation on CommonSenseQA CoQA
66.91ScoreDense
Evaluation results
| Method | Links | |
|---|---|---|
| DenseLLM=Llama2-13B, Ratio=0.00%2024.03 | 66.91 | |
| DenseLLM=Llama2-7B, Ratio=0.00%2024.03 | 64.62 | |
| DenseLLM=Baichuan2-7B, Ratio=0.00%2024.03 | 63.14 | |
| ShortGPTLLM=Llama2-13B, Ratio=24.6%2024.03 | 58.64 | |
| LaCoLLM=Baichuan2-13B, Ratio=24.7%2024.03 | 55.45 | |
| ShortGPTLLM=Baichuan2-13B, Ratio=24.7%2024.03 | 54.3 | |
| LaCoLLM=Llama2-13B, Ratio=24.6%2024.03 | 52.66 | |
| LLMPrun.LLM=Llama2-13B, Ratio=24.4%2024.03 | 50.86 | |
| DenseLLM=Baichuan2-13B, Ratio=0.00%2024.03 | 50 | |
| ShortGPTLLM=Llama2-7B, Ratio=27.1%2024.03 | 47.99 | |
| LLMPrun.LLM=Baichuan2-7B, Ratio=24.2%2024.03 | 47.83 | |
| SliceGPTLLM=Llama2-13B, Ratio=23.6%2024.03 | 47.26 | |
| LaCoLLM=Baichuan2-7B, Ratio=24.2%2024.03 | 47.26 | |
| ShortGPTLLM=Baichuan2-7B, Ratio=24.2%2024.03 | 46.7 | |
| LaCoLLM=Llama2-7B, Ratio=27.1%2024.03 | 45.7 | |
| LLMPrun.LLM=Llama2-7B, Ratio=27.0%2024.03 | 42.51 | |
| SliceGPTLLM=Llama2-7B, Ratio=26.4%2024.03 | 41.36 | |
| LLMPrun.LLM=Baichuan2-13B, Ratio=24.3%2024.03 | 38.82 | |
| SliceGPTLLM=Baichuan2-7B, Ratio=22.2%2024.03 | 19.57 | |
| SliceGPTLLM=Baichuan2-13B, Ratio=22.8%2024.03 | 18.02 |