| arithmetic-reasoning-on-gsm8k | LLaMA 2 70B (on-shot) | #87 | Accuracy: 56.8Parameters (Billion): 70 |
| code-generation-on-mbpp | Llama 2 70B (zero-shot) | #65 | Accuracy: 45 |
| code-generation-on-mbpp | Llama 2 34B (0-shot) | #78 | Accuracy: 33 |
| code-generation-on-mbpp | Llama 2 13B (0-shot) | #79 | Accuracy: 30.6 |
| code-generation-on-mbpp | Llama 2 7B (0-shot) | #86 | Accuracy: 20.8 |
| math-word-problem-solving-on-mawps | LLaMA 2-Chat | #15 | Accuracy (%): 82.4 |
| math-word-problem-solving-on-svamp | LLaMA 2-Chat | #11 | Execution Accuracy: 69.2 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 34B (5-shot) | #11 | Average (%): 62.6 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 13B (5-shot) | #16 | Average (%): 54.8 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 7B (5-shot) | #21 | Average (%): 45.3 |
| multiple-choice-question-answering-mcqa-on-25 | Llama2-7B | #5 | Accuracy: 43.38 |
| multiple-choice-question-answering-mcqa-on-25 | Llama2-7B-chat | #6 | Accuracy: 40.07 |
| question-answering-on-boolq | LLaMA 2 70B (0-shot) | #16 | Accuracy: 85 |
| question-answering-on-boolq | LLaMA 2 34B (0-shot) | #20 | Accuracy: 83.7 |
| question-answering-on-boolq | LLaMA 2 13B (0-shot) | #23 | Accuracy: 81.7 |
| question-answering-on-boolq | LLaMA 2 7B (zero-shot) | #28 | Accuracy: 77.4 |
| question-answering-on-multitq | LLaMA2 | #5 | Hits@1: 18.5 |
| question-answering-on-natural-questions | LLaMA 2 70B (one-shot) | #24 | EM: 33.0 |
| question-answering-on-piqa | LLaMA 2 70B (0-shot) | #17 | Accuracy: 82.8 |
| question-answering-on-piqa | LLaMA 2 34B (0-shot) | #23 | Accuracy: 81.9 |
| question-answering-on-piqa | LLaMA 2 13B (0-shot) | #31 | Accuracy: 80.5 |
| question-answering-on-piqa | LLaMA 2 7B (0-shot) | #37 | Accuracy: 78.8 |
| question-answering-on-triviaqa | LLaMA 2 70B (one-shot) | #2 | EM: 85 |
| sentence-completion-on-hellaswag | LLaMA 2 70B (0-shot) | #20 | Accuracy: 85.3 |
| sentence-completion-on-hellaswag | LLaMA 2 34B (0-shot) | #26 | Accuracy: 83.3 |
| sentence-completion-on-hellaswag | LLaMA 2 13B (0-shot) | #34 | Accuracy: 80.7 |
| sentence-completion-on-hellaswag | LLaMA 2 7B (0-shot) | #40 | Accuracy: 77.2 |