| multiple-choice-question-answering-mcqa-on-agieval-english-3-5-shot | Llama 2 70B (3-5 shot) | #2 | Accuracy: 54.2 |
| question-answering-on-triviaqa | LLaMA 2 70B (one-shot) | #3 | EM: 85 |
| multiple-choice-question-answering-mcqa-on-mmlu-professional-medicine | Llama2-7B | #5 | Accuracy: 43.38 |
| multiple-choice-question-answering-mcqa-on-mmlu-professional-medicine | Llama2-7B-chat | #6 | Accuracy: 40.07 |
| social-commonsense-reasoning-on-siqa | Llama 2 34B | #8 | Accuracy: 50.9 |
| question-answering-on-multitq | LLaMA2 | #9 | Hits@1: 18.5 |
| math-word-problem-solving-on-svamp | LLaMA 2-Chat | #11 | Execution Accuracy: 69.2 |
| math-word-problem-solving-on-mawps | LLaMA 2-Chat | #15 | Accuracy (%): 82.4 |
| question-answering-on-boolq | LLaMA 2 70B (0-shot) | #25 | Accuracy: 85 |
| question-answering-on-boolq | LLaMA 2 34B (0-shot) | #32 | Accuracy: 83.7 |
| question-answering-on-boolq | LLaMA 2 13B (0-shot) | #37 | Accuracy: 81.7 |
| question-answering-on-boolq | LLaMA 2 7B (zero-shot) | #50 | Accuracy: 77.4 |
| question-answering-on-piqa | LLaMA 2 70B (0-shot) | #30 | Accuracy: 82.8 |
| question-answering-on-piqa | LLaMA 2 34B (0-shot) | #40 | Accuracy: 81.9 |
| question-answering-on-piqa | LLaMA 2 13B (0-shot) | #58 | Accuracy: 80.5 |
| question-answering-on-piqa | LLaMA 2 7B (0-shot) | #70 | Accuracy: 78.8 |
| sentence-completion-on-hellaswag | LLaMA 2 70B (0-shot) | #37 | Accuracy: 85.3 |
| sentence-completion-on-hellaswag | LLaMA 2 34B (0-shot) | #51 | Accuracy: 83.3 |
| sentence-completion-on-hellaswag | LLaMA 2 13B (0-shot) | #69 | Accuracy: 80.7 |
| sentence-completion-on-hellaswag | LLaMA 2 7B (0-shot) | #84 | Accuracy: 77.2 |
| question-answering-on-natural-questions | LLaMA 2 70B (one-shot) | #40 | EM: 33.0 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 34B (5-shot) | #46 | Average (%): 62.6 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 13B (5-shot) | #57 | Average (%): 54.8 |
| multi-task-language-understanding-on-mmlu | LLaMA 2 7B (5-shot) | #68 | Average (%): 45.3 |
| code-generation-on-humaneval | Llama 2 70B | #123 | Pass@1: 29.9 |
| code-generation-on-mbpp | Llama 2 70B (zero-shot) | #125 | Accuracy: 45 |
| code-generation-on-mbpp | Llama 2 34B (0-shot) | #148 | Accuracy: 33 |
| code-generation-on-mbpp | Llama 2 13B (0-shot) | #149 | Accuracy: 30.6 |
| code-generation-on-mbpp | Llama 2 7B (0-shot) | #159 | Accuracy: 20.8 |
| arithmetic-reasoning-on-gsm8k | LLaMA 2 70B (on-shot) | #222 | Accuracy: 56.8Parameters (Billion): 70 |