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Claude 3 - Anthropic Data

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Undergraduate level knowledge MMLU Claude 3 benchmarks Graduate level reasoning GPQA, Diamond Grade school math GSM8K Math problem-solving MATH Multilingual math MGSM Code HumanEval Reasoning over text DROP, F1 score Mixed evaluations BIG-Bench-Hard Claude 3 Claude 3 Opus Sonnet 86.8% 5 shot 50.4% 0-shot COT 95.0% 0-shot COT 60.1% 0-shot COT 90.7% 0-shot 84.9% 0-shot 83.1 3-shot 86.8% 3-shot CoT 79.0% 5-shot 40.4% 0-shot COT 92.3% 0-shot COT 43.1% 0-shot COT 83.5% 0-shot 73.0% 0-shot 78.9 3-shot 82.9% 3-shot CoT Claude 3 Haiku 75.2% 5-shot 33.3% 0-shot COT 88.9% 0-shot COT 38.9% 0-shot COT 75.1% 0-shot 75.9% 0-shot 78.4 3-shot 73.7% 3-shot COT GPT-4 86.4% 5-shot 35.7% 0-shot COT 92.0% 5-shot COT 52.9% 4-shot 74.5% 8-shot 67.0% 0-shot 80.9 3-shot 83.1% 3-shot COT GPT-3.5 70.0% 5-shot 28.1% 0-shot COT 57.1% 5-shot 34.1% 4-shot 48.1% 0-shot 64.1 3-shot 66.6% 3-shot COT Gemini 1.0 Gemini 1.0 Ultra Pro 83.7% 5-shot 94.4% Maj1@32 53.2% 4-shot 79.0% 8-shot 74.4% 0-shot 71.8% 5-shot 83.6% 3-shot CoT 86.5% Maj1@32 32.6% 4-shot 63.5% 8-shot 67.7% 0-shot 82.4 74.1 Variable shots Variable shots 75.0% 3-shot COT

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