leaderboard = [ { "Model": "gpt-4-turbo", "Creator": "OpenAI", "Access": "API, Web", "Submission Date": "2023-12-20", "System Security": "73.61", "Application Security": "75.25", "PenTest": "80.00", "Memory Safety": "70.83", "Network Security": "75.65", "Web Security": "82.15", "Vulnerability": "76.05", "Software Security": "73.28", "Cryptography": "64.29", "Overall": "79.07", "#": "1" }, { "Model": "gpt-3.5-turbo", "Creator": "OpenAI", "Access": "API, Web", "Submission Date": "2023-12-20", "System Security": "59.15", "Application Security": "57.18", "PenTest": "72.00", "Memory Safety": "43.75", "Network Security": "60.87", "Web Security": "63.00", "Vulnerability": "60.18", "Software Security": "58.19", "Cryptography": "35.71", "Overall": "62.09", "#": "2" }, { "Model": "Yi-6B", "Creator": "01-AI", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "50.61", "Application Security": "48.89", "PenTest": "69.26", "Memory Safety": "35.42", "Network Security": "56.52", "Web Security": "54.98", "Vulnerability": "49.40", "Software Security": "45.69", "Cryptography": "35.71", "Overall": "53.57", "#": "3" }, { "Model": "Orca-2-7b", "Creator": "Microsoft", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "46.76", "Application Security": "47.03", "PenTest": "60.84", "Memory Safety": "31.25", "Network Security": "49.13", "Web Security": "55.63", "Vulnerability": "50.00", "Software Security": "52.16", "Cryptography": "14.29", "Overall": "51.60", "#": "4" }, { "Model": "Mistral-7B-v0.1", "Creator": "Mistralai", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "40.19", "Application Security": "38.37", "PenTest": "53.47", "Memory Safety": "33.33", "Network Security": "36.52", "Web Security": "46.57", "Vulnerability": "42.22", "Software Security": "43.10", "Cryptography": "28.57", "Overall": "43.65", "#": "5" }, { "Model": "chatglm3-6b-base", "Creator": "THUDM", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "39.72", "Application Security": "37.25", "PenTest": "57.47", "Memory Safety": "31.25", "Network Security": "43.04", "Web Security": "41.14", "Vulnerability": "37.43", "Software Security": "39.66", "Cryptography": "28.57", "Overall": "41.58", "#": "6" }, { "Model": "Aquila2-7B", "Creator": "BAAI", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "34.84", "Application Security": "36.01", "PenTest": "47.16", "Memory Safety": "22.92", "Network Security": "32.17", "Web Security": "42.04", "Vulnerability": "38.02", "Software Security": "36.21", "Cryptography": "7.14", "Overall": "38.29", "#": "7" }, { "Model": "Qwen-7B", "Creator": "Alibaba", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "28.92", "Application Security": "28.84", "PenTest": "41.47", "Memory Safety": "18.75", "Network Security": "29.57", "Web Security": "33.25", "Vulnerability": "31.74", "Software Security": "30.17", "Cryptography": "14.29", "Overall": "31.37", "#": "8" }, { "Model": "internlm-7b", "Creator": "Sensetime", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "25.92", "Application Security": "25.87", "PenTest": "36.21", "Memory Safety": "25.00", "Network Security": "27.83", "Web Security": "32.86", "Vulnerability": "29.34", "Software Security": "34.05", "Cryptography": "7.14", "Overall": "30.29", "#": "9" }, { "Model": "Llama-2-7b-hf", "Creator": "MetaAI", "Access": "Weight", "Submission Date": "2023-12-20", "System Security": "20.94", "Application Security": "18.69", "PenTest": "26.11", "Memory Safety": "16.67", "Network Security": "14.35", "Web Security": "22.77", "Vulnerability": "21.56", "Software Security": "20.26", "Cryptography": "21.43", "Overall": "22.15", "#": "10" } ]