Qwen2 Technical Report

Benchmark Model Rank Results
zero-shot-question-answering-on-truthfulqa-mc2-0-shotQwen2-57B-A14B#1MC2Acc: 57.7
zero-shot-question-answering-on-truthfulqa-mc2-0-shotQwen2-72B#2MC2Acc: 54.8
instruction-following-on-alignbenchQwen2-72B-Instruct#3Score (0-10): 8.27
instruction-following-on-alignbenchQwen2-57B-A14B-Instruct#6Score (0-10): 7.36
instruction-following-on-mtbenchQwen2-72B-Instruct#3Score (1-10): 9.12
instruction-following-on-mtbenchQwen2-57B-A14B-Instruct#7Score (1-10): 8.55
multiple-choice-question-answering-mcqa-on-arc-challenge-25-shotQwen2-72B#4Accuracy: 68.9
multiple-choice-question-answering-mcqa-on-arc-challenge-25-shotQwen2-57B-A14B#8Accuracy: 64.1
arithmetic-reasoning-on-gsm8kQwen2-Math-72B-Instruct (greedy)#7Accuracy: 96.7Parameters (Billion): 72
instruction-following-on-ifevalQwen2-72B-Instruct#8Prompt-level strict-accuracy: 77.6
instruction-following-on-ifevalQwen2-57B-A14B-Instruct#9Prompt-level strict-accuracy: 59.9
multi-task-language-understanding-on-mmluQwen2-72B#8Average (%): 84.2
multi-task-language-understanding-on-mmluQwen2-72B-Instruct#11Average (%): 82.3
multi-task-language-understanding-on-mmluQwen2-57B-A14B#16Average (%): 76.5
multi-task-language-understanding-on-mmluQwen2-57B-A14B-Instruct#17Average (%): 75.4
code-generation-on-multipl-eQwen2-72B-Instruct#9Accuracy: 69.2
code-generation-on-multipl-eQwen2-57B-A14B-Instruct#10Accuracy: 66.4
code-generation-on-multipl-eQwen2-72B#13Accuracy: 59.6
code-generation-on-multipl-eQwen2-57B-A14B#15Accuracy: 49.8
math-word-problem-solving-on-mathQwen2-Math-72B-Instruct(greedy)#13Accuracy: 84.0Parameters (Billions): 72
common-sense-reasoning-on-winograndeQwen2-72B#14Accuracy: 85.1
common-sense-reasoning-on-winograndeQwen2-57B-A14B#33Accuracy: 79.5
sentence-completion-on-hellaswagQwen2-72B#23Accuracy: 87.6
sentence-completion-on-hellaswagQwen2-57B-A14B#38Accuracy: 85.2
code-generation-on-mbppQwen2-72B-Instruct#33Accuracy: 80.2
code-generation-on-mbppQwen2-72B#39Accuracy: 76.9
code-generation-on-mbppQwen2-57B-A14B#52Accuracy: 71.9
code-generation-on-mbppQwen2-57B-A14B-Instruct#53Accuracy: 70.9
code-generation-on-humanevalQwen2-72B-Instruct#44Pass@1: 86.0
code-generation-on-humanevalQwen2-57B-A14B-Instruct#58Pass@1: 79.9
multi-task-language-understanding-on-mmlu-proQwen2-72B-Instruct#82Accuracy: 64.4
multi-task-language-understanding-on-mmlu-proQwen2-72B#105Accuracy: 55.6
multi-task-language-understanding-on-mmlu-proQwen2-57B-A14B-Instruct#109Accuracy: 52.8