Commonsense Reasoning on CQA
79.8First-Token AccuracyPhi-4-14B
Evaluation Results
| Method | Links | |
|---|---|---|
| Phi-4-14BStrategy=Prompt Engineering2025.05 | 79.8 | |
| Phi-4-14BStrategy=Prefilling2025.05 | 79.6 | |
| Qwen-2-7BStrategy=FTP2025.05 | 79.4 | |
| Qwen-2-7BStrategy=Prompt Engineering2025.05 | 79.4 | |
| Qwen-2-7BStrategy=Prefilling2025.05 | 79.4 | |
| Gemma-2-9BStrategy=Prefilling2025.05 | 79 | |
| Gemma-2-9BStrategy=Prompt Engineering2025.05 | 78.7 | |
| Llama-3.1-8BStrategy=Prompt Engineering2025.05 | 77.2 | |
| Llama-3.1-8BStrategy=Prefilling2025.05 | 76.5 | |
| Mistral-Nemo-12BStrategy=Prefilling2025.05 | 75.4 | |
| Ministral-8BStrategy=Prefilling2025.05 | 75 | |
| Ministral-8BStrategy=FTP2025.05 | 74.3 | |
| Mistral-Nemo-12BStrategy=FTP2025.05 | 74.1 | |
| Llama-3.1-8BStrategy=FTP2025.05 | 72.7 | |
| Phi-4-14BStrategy=FTP2025.05 | 72.5 | |
| Ministral-8BStrategy=Prompt Engineering2025.05 | 69.6 | |
| Zephyr-7BStrategy=Prefilling2025.05 | 69 | |
| Mistral-Nemo-12BStrategy=Prompt Engineering2025.05 | 68.8 | |
| Gemma-7BStrategy=Prefilling2025.05 | 68.6 | |
| Zephyr-7BStrategy=FTP2025.05 | 66 | |
| Gemma-7BStrategy=Prompt Engineering2025.05 | 64.7 | |
| Zephyr-7BStrategy=Prompt Engineering2025.05 | 54.4 | |
| Gemma-7BStrategy=FTP2025.05 | 51.6 | |
| Gemma-2-9BStrategy=FTP2025.05 | 39.6 |