Commonsense Reasoning on MS
93.2First-Token AccuracyLlama-3.1-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| Llama-3.1-8BStrategy=Prefilling2025.05 | 93.2 | |
| Phi-4-14BStrategy=Prefilling2025.05 | 93.2 | |
| Phi-4-14BStrategy=Prompt Engineering2025.05 | 93.1 | |
| Qwen-2-7BStrategy=Prefilling2025.05 | 92.6 | |
| Gemma-2-9BStrategy=Prompt Engineering2025.05 | 91.6 | |
| Llama-3.1-8BStrategy=Prompt Engineering2025.05 | 90.1 | |
| Ministral-8BStrategy=Prefilling2025.05 | 89.9 | |
| Qwen-2-7BStrategy=FTP2025.05 | 88.1 | |
| Gemma-2-9BStrategy=Prefilling2025.05 | 87.3 | |
| Ministral-8BStrategy=FTP2025.05 | 87.3 | |
| Llama-3.1-8BStrategy=FTP2025.05 | 87 | |
| Zephyr-7BStrategy=Prefilling2025.05 | 86.2 | |
| Gemma-2-9BStrategy=FTP2025.05 | 85.9 | |
| Ministral-8BStrategy=Prompt Engineering2025.05 | 85.7 | |
| Qwen-2-7BStrategy=Prompt Engineering2025.05 | 85.3 | |
| Zephyr-7BStrategy=Prompt Engineering2025.05 | 85.3 | |
| Zephyr-7BStrategy=FTP2025.05 | 83.6 | |
| Phi-4-14BStrategy=FTP2025.05 | 83.4 | |
| Mistral-Nemo-12BStrategy=Prefilling2025.05 | 80.9 | |
| Mistral-Nemo-12BStrategy=FTP2025.05 | 78 | |
| Gemma-7BStrategy=FTP2025.05 | 77.5 | |
| Mistral-Nemo-12BStrategy=Prompt Engineering2025.05 | 74.2 | |
| Gemma-7BStrategy=Prompt Engineering2025.05 | 65.7 | |
| Gemma-7BStrategy=Prefilling2025.05 | 64.3 |