helm.csv

,Abstract Algebra,Anatomy,College Chemistry,Computer Security,Econometrics,Global Facts,Jurisprudence,Philosophy,Professional Medicine,Us Foreign Policy,Astronomy,Business Ethics,Clinical Knowledge,College Biology,College Computer Science,College Mathematics,College Medicine,College Physics,Conceptual Physics,Electrical Engineering,Elementary Mathematics,Formal Logic,High School Biology,High School Chemistry,High School Computer Science,High School European History,High School Geography,High School Government ,High School Macroeconomics,High School Mathematics,High School Microeconomics,High School Physics,High School Psychology,High School Statistics,High School US History,High School World History,Human Aging,Human Sexuality,International Law,Logical Fallacies,Machine Learning,Management,Marketing,Medical Genetics,Moral Disputes,Moral Scenarios,Nutrition,Prehistory,Professional Accounting,Professional Law,Professional Psychology,Public Relations,Security Studies,Sociology,Virology,World Religions
Claude 3.5 Sonnet (20241022),0.78,0.859,0.63,0.87,0.807,0.8,0.898,0.891,0.949,0.96,0.974,0.83,0.928,0.965,0.83,0.66,0.832,0.775,0.906,0.848,0.918,0.786,0.952,0.823,0.93,0.897,0.939,0.984,0.903,0.63,0.958,0.728,0.967,0.852,0.956,0.958,0.861,0.939,0.959,0.914,0.839,0.932,0.953,0.96,0.87,0.888,0.922,0.941,0.84,0.747,0.922,0.8,0.882,0.955,0.584,0.901
Gemini 1.5 Pro (002),0.82,0.83,0.67,0.85,0.693,0.77,0.898,0.887,0.938,0.94,0.934,0.84,0.906,0.965,0.82,0.8,0.844,0.863,0.945,0.855,0.942,0.754,0.958,0.833,0.96,0.885,0.944,0.99,0.913,0.73,0.95,0.834,0.967,0.884,0.926,0.937,0.839,0.878,0.917,0.902,0.83,0.903,0.962,0.92,0.855,0.792,0.886,0.926,0.787,0.708,0.912,0.809,0.857,0.95,0.566,0.889
Claude 3.5 Sonnet (20240620),0.75,0.844,0.59,0.89,0.807,0.72,0.889,0.891,0.945,0.96,0.961,0.85,0.913,0.965,0.84,0.58,0.827,0.696,0.885,0.828,0.892,0.698,0.942,0.813,0.94,0.897,0.949,0.979,0.9,0.633,0.945,0.742,0.96,0.847,0.936,0.954,0.888,0.939,0.959,0.926,0.786,0.942,0.949,0.98,0.887,0.882,0.912,0.951,0.816,0.754,0.922,0.855,0.878,0.96,0.602,0.924
Claude 3 Opus (20240229),0.64,0.8,0.6,0.85,0.789,0.66,0.88,0.9,0.934,0.96,0.967,0.86,0.879,0.972,0.81,0.55,0.832,0.716,0.881,0.814,0.862,0.698,0.935,0.768,0.92,0.885,0.955,0.979,0.872,0.585,0.933,0.709,0.941,0.796,0.941,0.941,0.861,0.908,0.901,0.896,0.741,0.942,0.944,0.93,0.882,0.826,0.925,0.941,0.791,0.715,0.904,0.827,0.886,0.94,0.578,0.901
Llama 3.1 Instruct Turbo (405B),0.7,0.822,0.6,0.81,0.746,0.71,0.87,0.878,0.934,0.94,0.921,0.81,0.879,0.965,0.78,0.66,0.78,0.696,0.877,0.821,0.828,0.698,0.932,0.803,0.95,0.885,0.955,0.984,0.892,0.637,0.954,0.735,0.949,0.838,0.926,0.941,0.843,0.855,0.95,0.92,0.795,0.893,0.962,0.93,0.87,0.876,0.928,0.929,0.727,0.704,0.861,0.818,0.857,0.94,0.572,0.906
GPT-4o (2024-08-06),0.58,0.911,0.6,0.85,0.711,0.69,0.907,0.894,0.96,0.95,0.947,0.89,0.894,0.944,0.79,0.51,0.844,0.686,0.923,0.793,0.775,0.675,0.945,0.793,0.92,0.915,0.955,0.984,0.903,0.481,0.971,0.728,0.954,0.769,0.951,0.941,0.848,0.901,0.942,0.902,0.777,0.913,0.94,0.98,0.87,0.802,0.905,0.935,0.801,0.742,0.899,0.782,0.833,0.945,0.578,0.883
GPT-4o (2024-05-13),0.66,0.911,0.61,0.85,0.693,0.64,0.898,0.9,0.949,0.96,0.941,0.85,0.894,0.938,0.77,0.47,0.838,0.686,0.911,0.807,0.741,0.683,0.948,0.778,0.93,0.903,0.955,0.979,0.91,0.481,0.958,0.735,0.956,0.787,0.956,0.945,0.843,0.908,0.934,0.883,0.768,0.942,0.936,0.96,0.882,0.841,0.899,0.938,0.77,0.723,0.905,0.809,0.837,0.94,0.596,0.889
Qwen2.5 Instruct Turbo (72B),0.68,0.822,0.62,0.86,0.728,0.61,0.87,0.839,0.908,0.96,0.934,0.85,0.872,0.944,0.77,0.64,0.803,0.588,0.885,0.8,0.87,0.73,0.932,0.773,0.94,0.885,0.929,0.99,0.887,0.663,0.945,0.722,0.95,0.796,0.926,0.92,0.816,0.878,0.893,0.89,0.777,0.913,0.953,0.92,0.838,0.787,0.886,0.91,0.702,0.677,0.864,0.782,0.849,0.925,0.584,0.901
Gemini 1.5 Pro (001),0.75,0.83,0.62,0.83,0.728,0.66,0.889,0.871,0.886,0.93,0.914,0.8,0.853,0.903,0.79,0.79,0.792,0.745,0.949,0.745,0.939,0.706,0.926,0.719,0.93,0.867,0.96,0.974,0.89,0.685,0.941,0.762,0.941,0.856,0.922,0.924,0.807,0.374,0.917,0.896,0.652,0.922,0.932,0.91,0.818,0.739,0.879,0.87,0.674,0.666,0.894,0.818,0.873,0.92,0.554,0.854
GPT-4 (0613),0.63,0.8,0.55,0.86,0.684,0.62,0.889,0.859,0.934,0.95,0.934,0.79,0.845,0.924,0.76,0.54,0.763,0.627,0.868,0.786,0.807,0.643,0.948,0.709,0.87,0.879,0.96,0.99,0.872,0.544,0.937,0.596,0.949,0.792,0.946,0.945,0.834,0.908,0.917,0.871,0.759,0.932,0.962,0.94,0.867,0.902,0.892,0.926,0.702,0.727,0.891,0.745,0.861,0.93,0.596,0.877
Qwen2 Instruct (72B),0.67,0.793,0.65,0.85,0.737,0.58,0.87,0.859,0.886,0.94,0.934,0.82,0.868,0.931,0.74,0.52,0.798,0.598,0.872,0.793,0.825,0.667,0.945,0.768,0.91,0.873,0.939,0.979,0.879,0.596,0.92,0.722,0.936,0.75,0.941,0.932,0.816,0.893,0.893,0.914,0.768,0.903,0.953,0.9,0.853,0.815,0.902,0.914,0.709,0.662,0.886,0.745,0.837,0.935,0.56,0.848
Palmyra-X-004,0.75,0.822,0.52,0.82,0.684,0.62,0.843,0.83,0.908,0.92,0.928,0.76,0.879,0.889,0.78,0.55,0.809,0.647,0.885,0.793,0.841,0.579,0.932,0.754,0.95,0.861,0.909,0.959,0.849,0.563,0.895,0.702,0.941,0.727,0.922,0.911,0.816,0.924,0.901,0.877,0.679,0.903,0.932,0.87,0.824,0.825,0.869,0.917,0.638,0.664,0.845,0.791,0.849,0.915,0.584,0.842
GPT-4 Turbo (2024-04-09),0.56,0.822,0.53,0.83,0.675,0.58,0.88,0.868,0.915,0.96,0.941,0.82,0.83,0.931,0.72,0.55,0.792,0.539,0.894,0.752,0.72,0.706,0.939,0.724,0.91,0.867,0.949,0.974,0.862,0.515,0.945,0.603,0.95,0.759,0.951,0.941,0.848,0.901,0.942,0.871,0.741,0.883,0.949,0.92,0.861,0.803,0.892,0.92,0.681,0.671,0.873,0.755,0.8,0.915,0.602,0.848
Gemini 1.5 Pro (0409 preview),0.6,0.77,0.58,0.81,0.737,0.66,0.87,0.846,0.868,0.94,0.914,0.8,0.868,0.938,0.78,0.59,0.786,0.804,0.915,0.772,0.884,0.643,0.939,0.788,0.89,0.861,0.934,0.979,0.854,0.622,0.895,0.702,0.941,0.81,0.912,0.924,0.816,0.397,0.917,0.859,0.67,0.874,0.953,0.91,0.827,0.696,0.846,0.886,0.638,0.642,0.866,0.755,0.849,0.925,0.584,0.877
Llama 3.2 Vision Instruct Turbo (90B),0.52,0.8,0.57,0.81,0.684,0.6,0.88,0.839,0.934,0.93,0.921,0.76,0.845,0.938,0.73,0.5,0.751,0.539,0.826,0.759,0.688,0.683,0.923,0.754,0.92,0.861,0.934,0.979,0.841,0.407,0.92,0.636,0.949,0.764,0.946,0.941,0.834,0.87,0.934,0.834,0.688,0.913,0.944,0.92,0.85,0.841,0.889,0.886,0.66,0.676,0.843,0.718,0.853,0.92,0.584,0.901
Llama 3.1 Instruct Turbo (70B),0.55,0.8,0.59,0.8,0.675,0.61,0.889,0.833,0.93,0.93,0.908,0.72,0.845,0.938,0.71,0.49,0.763,0.559,0.834,0.745,0.701,0.675,0.923,0.754,0.92,0.873,0.939,0.984,0.841,0.404,0.916,0.629,0.949,0.755,0.941,0.937,0.821,0.855,0.926,0.84,0.696,0.913,0.936,0.93,0.841,0.834,0.889,0.88,0.656,0.674,0.846,0.709,0.849,0.92,0.578,0.895
Mistral Large 2 (2407),0.7,0.785,0.52,0.81,0.693,0.56,0.861,0.826,0.908,0.9,0.921,0.79,0.864,0.896,0.75,0.59,0.803,0.559,0.864,0.793,0.799,0.579,0.932,0.734,0.94,0.861,0.934,0.969,0.831,0.37,0.895,0.543,0.939,0.648,0.922,0.92,0.807,0.924,0.926,0.847,0.661,0.883,0.94,0.9,0.832,0.839,0.827,0.92,0.645,0.645,0.861,0.764,0.865,0.91,0.59,0.865
GPT-4 Turbo (1106 preview),0.53,0.807,0.47,0.86,0.675,0.58,0.889,0.852,0.945,0.96,0.941,0.78,0.864,0.931,0.69,0.4,0.792,0.402,0.894,0.772,0.638,0.651,0.939,0.675,0.9,0.897,0.934,0.979,0.867,0.093,0.945,0.543,0.954,0.662,0.936,0.958,0.857,0.908,0.926,0.865,0.723,0.913,0.932,0.93,0.858,0.816,0.879,0.917,0.684,0.707,0.887,0.782,0.841,0.925,0.59,0.854
Llama 3 (70B),0.43,0.785,0.56,0.85,0.693,0.49,0.861,0.865,0.882,0.94,0.921,0.83,0.845,0.944,0.7,0.56,0.798,0.529,0.838,0.766,0.632,0.651,0.9,0.734,0.87,0.873,0.939,0.979,0.833,0.493,0.887,0.576,0.939,0.736,0.951,0.941,0.825,0.878,0.901,0.865,0.714,0.913,0.94,0.89,0.85,0.598,0.876,0.91,0.649,0.615,0.871,0.727,0.833,0.93,0.59,0.906
Yi Large (Preview),0.6,0.83,0.52,0.86,0.728,0.52,0.852,0.842,0.857,0.85,0.914,0.8,0.857,0.931,0.71,0.36,0.827,0.569,0.864,0.779,0.685,0.603,0.935,0.739,0.84,0.879,0.934,0.969,0.833,0.485,0.903,0.589,0.919,0.769,0.922,0.928,0.803,0.901,0.917,0.865,0.616,0.903,0.927,0.83,0.838,0.831,0.846,0.892,0.649,0.634,0.853,0.827,0.82,0.881,0.59,0.871
Palmyra X V3 (72B),0.53,0.733,0.59,0.78,0.649,0.53,0.88,0.836,0.846,0.96,0.862,0.83,0.804,0.951,0.65,0.51,0.769,0.549,0.809,0.772,0.661,0.659,0.932,0.749,0.88,0.861,0.924,0.979,0.841,0.493,0.937,0.563,0.938,0.731,0.936,0.911,0.794,0.924,0.909,0.877,0.625,0.903,0.94,0.83,0.832,0.562,0.856,0.87,0.706,0.632,0.858,0.773,0.833,0.91,0.572,0.877
PaLM-2 (Unicorn),0.51,0.733,0.59,0.77,0.649,0.53,0.88,0.836,0.849,0.96,0.862,0.83,0.804,0.951,0.65,0.51,0.769,0.549,0.809,0.772,0.661,0.659,0.932,0.749,0.9,0.861,0.924,0.979,0.841,0.493,0.937,0.563,0.938,0.731,0.936,0.911,0.794,0.924,0.909,0.877,0.625,0.903,0.94,0.83,0.832,0.562,0.856,0.87,0.706,0.633,0.858,0.773,0.829,0.91,0.572,0.877
Jamba 1.5 Large,0.53,0.793,0.55,0.8,0.614,0.54,0.87,0.849,0.875,0.92,0.882,0.77,0.849,0.91,0.71,0.46,0.723,0.51,0.779,0.793,0.656,0.619,0.906,0.709,0.9,0.861,0.939,0.969,0.833,0.544,0.903,0.603,0.93,0.657,0.931,0.911,0.812,0.832,0.884,0.859,0.688,0.864,0.94,0.89,0.85,0.686,0.869,0.892,0.642,0.608,0.842,0.755,0.771,0.93,0.554,0.865
Gemini 1.5 Flash (001),0.58,0.8,0.6,0.79,0.614,0.53,0.889,0.791,0.813,0.93,0.882,0.81,0.834,0.924,0.66,0.54,0.751,0.696,0.851,0.8,0.754,0.627,0.929,0.714,0.9,0.824,0.919,0.974,0.851,0.511,0.899,0.702,0.949,0.736,0.907,0.907,0.798,0.374,0.901,0.853,0.571,0.864,0.94,0.86,0.812,0.637,0.82,0.867,0.66,0.605,0.828,0.764,0.808,0.915,0.566,0.883
Mixtral (8x22B),0.48,0.741,0.57,0.84,0.667,0.56,0.852,0.842,0.871,0.95,0.882,0.74,0.819,0.903,0.7,0.48,0.769,0.569,0.796,0.766,0.622,0.627,0.91,0.69,0.87,0.848,0.924,0.974,0.803,0.463,0.866,0.556,0.928,0.685,0.912,0.895,0.78,0.885,0.917,0.877,0.661,0.883,0.915,0.85,0.832,0.646,0.866,0.87,0.621,0.605,0.845,0.755,0.865,0.92,0.596,0.901
Gemini 1.5 Flash (0514 preview),0.56,0.807,0.6,0.77,0.64,0.55,0.889,0.807,0.831,0.93,0.868,0.82,0.838,0.91,0.64,0.53,0.757,0.667,0.855,0.814,0.778,0.611,0.926,0.739,0.9,0.836,0.919,0.969,0.854,0.5,0.899,0.682,0.947,0.755,0.912,0.907,0.785,0.374,0.876,0.853,0.563,0.854,0.936,0.86,0.818,0.631,0.801,0.867,0.656,0.601,0.825,0.773,0.812,0.9,0.566,0.871
Phi-3 (14B),0.5,0.719,0.56,0.79,0.614,0.5,0.88,0.804,0.868,0.95,0.849,0.8,0.826,0.889,0.64,0.53,0.757,0.529,0.809,0.683,0.709,0.587,0.903,0.734,0.83,0.885,0.924,0.969,0.831,0.504,0.908,0.616,0.923,0.699,0.912,0.903,0.78,0.863,0.934,0.828,0.696,0.864,0.919,0.91,0.769,0.639,0.837,0.867,0.66,0.628,0.835,0.755,0.829,0.891,0.554,0.865
Qwen1.5 (72B),0.44,0.733,0.5,0.81,0.544,0.56,0.824,0.83,0.824,0.94,0.868,0.79,0.834,0.91,0.68,0.56,0.78,0.559,0.821,0.779,0.696,0.556,0.887,0.675,0.84,0.861,0.939,0.99,0.813,0.5,0.832,0.563,0.928,0.671,0.926,0.899,0.812,0.878,0.909,0.853,0.67,0.854,0.949,0.87,0.832,0.669,0.859,0.88,0.631,0.609,0.809,0.755,0.824,0.9,0.584,0.883
Qwen1.5 Chat (110B),0.57,0.696,0.62,0.82,0.64,0.51,0.833,0.823,0.86,0.87,0.901,0.8,0.766,0.882,0.64,0.55,0.746,0.51,0.838,0.752,0.669,0.643,0.894,0.67,0.81,0.885,0.919,0.984,0.767,0.478,0.87,0.55,0.921,0.639,0.912,0.903,0.798,0.855,0.876,0.828,0.634,0.835,0.919,0.85,0.777,0.783,0.804,0.867,0.635,0.624,0.82,0.773,0.735,0.866,0.542,0.871
GPT-4o mini (2024-07-18),0.42,0.77,0.51,0.85,0.649,0.45,0.87,0.772,0.864,0.91,0.849,0.79,0.845,0.91,0.67,0.47,0.763,0.559,0.791,0.731,0.651,0.556,0.919,0.729,0.88,0.885,0.929,0.959,0.851,0.419,0.899,0.589,0.928,0.704,0.907,0.903,0.812,0.863,0.926,0.871,0.616,0.845,0.927,0.89,0.806,0.485,0.827,0.833,0.667,0.592,0.833,0.791,0.788,0.9,0.536,0.86
Yi (34B),0.4,0.748,0.52,0.83,0.588,0.53,0.898,0.82,0.82,0.91,0.901,0.75,0.8,0.889,0.63,0.47,0.705,0.5,0.77,0.779,0.656,0.548,0.894,0.635,0.82,0.867,0.909,0.974,0.803,0.467,0.857,0.517,0.917,0.671,0.907,0.907,0.789,0.87,0.909,0.883,0.58,0.893,0.936,0.87,0.827,0.606,0.869,0.877,0.674,0.598,0.835,0.745,0.833,0.9,0.572,0.877
Claude 3 Sonnet (20240229),0.39,0.711,0.5,0.79,0.64,0.53,0.861,0.852,0.868,0.94,0.855,0.82,0.804,0.91,0.66,0.41,0.74,0.559,0.774,0.703,0.635,0.579,0.887,0.606,0.84,0.848,0.909,0.959,0.787,0.422,0.853,0.477,0.932,0.694,0.931,0.895,0.794,0.809,0.909,0.853,0.643,0.922,0.85,0.79,0.829,0.626,0.82,0.864,0.656,0.645,0.814,0.782,0.865,0.905,0.578,0.871
Gemma 2 (27B),0.4,0.77,0.53,0.84,0.667,0.43,0.861,0.849,0.835,0.95,0.829,0.78,0.808,0.917,0.61,0.43,0.78,0.5,0.834,0.738,0.558,0.516,0.91,0.704,0.71,0.824,0.934,0.979,0.808,0.47,0.887,0.589,0.932,0.713,0.917,0.89,0.821,0.84,0.843,0.865,0.625,0.864,0.94,0.87,0.838,0.394,0.824,0.877,0.578,0.611,0.84,0.745,0.808,0.9,0.56,0.924
Phi-3 (7B),0.44,0.726,0.54,0.77,0.596,0.52,0.843,0.82,0.824,0.95,0.849,0.77,0.83,0.847,0.62,0.48,0.746,0.559,0.779,0.69,0.619,0.595,0.919,0.68,0.75,0.873,0.899,0.969,0.81,0.496,0.899,0.576,0.925,0.694,0.907,0.848,0.785,0.817,0.851,0.81,0.652,0.903,0.897,0.84,0.795,0.711,0.833,0.858,0.631,0.6,0.835,0.727,0.804,0.886,0.548,0.825
Qwen1.5 (32B),0.4,0.644,0.5,0.77,0.561,0.47,0.843,0.826,0.809,0.91,0.855,0.77,0.781,0.868,0.59,0.51,0.763,0.51,0.766,0.731,0.685,0.524,0.894,0.645,0.85,0.861,0.919,0.974,0.782,0.5,0.832,0.53,0.91,0.694,0.902,0.869,0.785,0.847,0.884,0.822,0.616,0.874,0.936,0.85,0.795,0.545,0.81,0.83,0.571,0.573,0.75,0.664,0.829,0.881,0.578,0.854
DBRX Instruct,0.34,0.667,0.51,0.83,0.605,0.46,0.843,0.804,0.82,0.93,0.836,0.78,0.789,0.896,0.67,0.39,0.74,0.539,0.74,0.71,0.563,0.563,0.868,0.655,0.8,0.842,0.899,0.953,0.785,0.444,0.832,0.477,0.908,0.657,0.907,0.903,0.767,0.878,0.884,0.847,0.625,0.854,0.94,0.85,0.815,0.465,0.814,0.84,0.585,0.579,0.801,0.691,0.804,0.896,0.566,0.871
Gemini 1.5 Flash (002),0.63,0.793,0.56,0.72,0.675,0.47,0.852,0.797,0.647,0.81,0.895,0.27,0.792,0.618,0.7,0.52,0.78,0.637,0.851,0.772,0.704,0.595,0.855,0.749,0.9,0.83,0.904,0.959,0.838,0.5,0.903,0.616,0.897,0.727,0.897,0.869,0.74,0.847,0.752,0.859,0.616,0.893,0.953,0.89,0.572,0.676,0.588,0.762,0.621,0.603,0.806,0.7,0.547,0.851,0.524,0.865
Claude 3 Haiku (20240307),0.42,0.711,0.52,0.79,0.632,0.47,0.861,0.814,0.857,0.95,0.901,0.78,0.789,0.882,0.66,0.49,0.734,0.48,0.715,0.69,0.558,0.579,0.855,0.631,0.78,0.818,0.864,0.948,0.728,0.37,0.853,0.47,0.916,0.671,0.892,0.878,0.767,0.824,0.901,0.791,0.589,0.874,0.91,0.8,0.809,0.502,0.83,0.824,0.539,0.577,0.802,0.755,0.808,0.9,0.542,0.871
Claude 2.1,0.4,0.726,0.49,0.81,0.596,0.55,0.87,0.794,0.798,0.92,0.855,0.73,0.785,0.882,0.69,0.37,0.734,0.5,0.766,0.724,0.521,0.5,0.884,0.586,0.81,0.848,0.899,0.959,0.772,0.352,0.832,0.477,0.899,0.694,0.848,0.903,0.776,0.847,0.901,0.834,0.482,0.825,0.923,0.81,0.809,0.52,0.781,0.821,0.613,0.607,0.797,0.773,0.812,0.886,0.554,0.854
Qwen2.5 Instruct Turbo (7B),0.49,0.689,0.51,0.79,0.64,0.42,0.796,0.746,0.779,0.86,0.836,0.82,0.785,0.799,0.67,0.44,0.676,0.51,0.736,0.717,0.643,0.587,0.832,0.645,0.82,0.855,0.848,0.912,0.782,0.526,0.887,0.576,0.879,0.708,0.868,0.878,0.744,0.794,0.86,0.773,0.554,0.845,0.919,0.85,0.757,0.511,0.778,0.836,0.589,0.504,0.757,0.709,0.682,0.861,0.578,0.83
DeepSeek LLM Chat (67B),0.44,0.667,0.51,0.79,0.553,0.46,0.852,0.801,0.765,0.91,0.822,0.86,0.785,0.854,0.54,0.42,0.699,0.363,0.723,0.669,0.548,0.548,0.839,0.567,0.74,0.83,0.889,0.964,0.746,0.374,0.824,0.457,0.903,0.671,0.907,0.911,0.825,0.84,0.851,0.847,0.563,0.903,0.923,0.73,0.798,0.544,0.781,0.858,0.571,0.591,0.809,0.7,0.796,0.876,0.554,0.865
Gemma 2 (9B),0.4,0.704,0.53,0.81,0.579,0.53,0.833,0.772,0.779,0.9,0.789,0.77,0.777,0.882,0.55,0.42,0.705,0.5,0.732,0.724,0.577,0.492,0.894,0.655,0.77,0.794,0.894,0.953,0.774,0.485,0.819,0.464,0.91,0.676,0.892,0.865,0.753,0.809,0.835,0.816,0.509,0.874,0.919,0.84,0.777,0.295,0.775,0.812,0.514,0.55,0.788,0.736,0.78,0.9,0.53,0.86
Mixtral (8x7B 32K seqlen),0.38,0.696,0.52,0.81,0.605,0.46,0.833,0.797,0.794,0.93,0.829,0.72,0.785,0.868,0.67,0.46,0.699,0.51,0.681,0.676,0.476,0.532,0.835,0.631,0.71,0.818,0.854,0.933,0.715,0.381,0.777,0.503,0.895,0.63,0.858,0.886,0.771,0.87,0.86,0.767,0.509,0.845,0.923,0.76,0.801,0.444,0.83,0.849,0.578,0.537,0.779,0.682,0.792,0.871,0.506,0.871
Gemini 1.0 Pro (001),0.34,0.652,0.44,0.84,0.553,0.49,0.861,0.762,0.728,0.89,0.796,0.69,0.758,0.847,0.55,0.51,0.659,0.333,0.706,0.69,0.476,0.468,0.861,0.567,0.79,0.824,0.874,0.933,0.731,0.393,0.803,0.437,0.877,0.579,0.873,0.865,0.776,0.618,0.876,0.804,0.527,0.845,0.91,0.8,0.772,0.46,0.788,0.802,0.525,0.557,0.752,0.691,0.804,0.9,0.536,0.86
Jamba 1.5 Mini,0.33,0.711,0.46,0.73,0.491,0.43,0.88,0.752,0.779,0.9,0.822,0.76,0.74,0.806,0.61,0.46,0.659,0.48,0.677,0.683,0.553,0.452,0.819,0.562,0.79,0.836,0.879,0.943,0.756,0.389,0.748,0.411,0.883,0.556,0.887,0.84,0.749,0.809,0.893,0.81,0.509,0.825,0.915,0.69,0.783,0.269,0.801,0.824,0.535,0.533,0.76,0.727,0.755,0.876,0.578,0.842
Llama 2 (70B),0.31,0.607,0.52,0.77,0.43,0.47,0.824,0.791,0.75,0.92,0.829,0.73,0.717,0.84,0.59,0.39,0.653,0.363,0.668,0.634,0.421,0.468,0.816,0.512,0.76,0.812,0.879,0.933,0.731,0.359,0.769,0.464,0.886,0.597,0.931,0.882,0.794,0.84,0.868,0.791,0.491,0.845,0.889,0.72,0.775,0.45,0.758,0.84,0.571,0.541,0.76,0.745,0.796,0.9,0.53,0.854
Command R Plus,0.21,0.644,0.55,0.74,0.561,0.5,0.806,0.695,0.732,0.89,0.783,0.77,0.743,0.833,0.59,0.37,0.688,0.52,0.591,0.71,0.474,0.484,0.81,0.576,0.77,0.824,0.874,0.922,0.69,0.37,0.807,0.391,0.873,0.611,0.848,0.827,0.74,0.786,0.835,0.791,0.518,0.835,0.927,0.77,0.714,0.585,0.742,0.821,0.514,0.557,0.735,0.709,0.751,0.876,0.56,0.842
PaLM-2 (Bison),0.39,0.644,0.52,0.74,0.518,0.38,0.769,0.736,0.728,0.87,0.803,0.76,0.725,0.826,0.51,0.35,0.613,0.51,0.694,0.69,0.487,0.5,0.829,0.596,0.74,0.848,0.848,0.927,0.692,0.378,0.803,0.331,0.894,0.588,0.877,0.869,0.691,0.84,0.835,0.853,0.563,0.893,0.893,0.75,0.766,0.369,0.709,0.812,0.578,0.489,0.761,0.691,0.812,0.92,0.494,0.883
GPT-3.5 Turbo (0613),0.38,0.659,0.5,0.81,0.5,0.37,0.806,0.759,0.794,0.88,0.763,0.75,0.777,0.785,0.58,0.33,0.659,0.461,0.613,0.648,0.5,0.397,0.839,0.557,0.76,0.8,0.904,0.922,0.685,0.337,0.79,0.397,0.87,0.597,0.843,0.857,0.762,0.786,0.843,0.791,0.455,0.845,0.91,0.8,0.757,0.404,0.758,0.787,0.535,0.529,0.732,0.745,0.8,0.871,0.542,0.836
Claude Instant 1.2,0.37,0.637,0.51,0.76,0.614,0.38,0.833,0.756,0.75,0.9,0.743,0.7,0.709,0.778,0.6,0.4,0.682,0.49,0.613,0.641,0.45,0.444,0.823,0.537,0.75,0.818,0.894,0.902,0.695,0.333,0.773,0.45,0.861,0.556,0.873,0.878,0.726,0.794,0.851,0.81,0.67,0.835,0.885,0.71,0.757,0.488,0.735,0.762,0.582,0.57,0.724,0.627,0.784,0.841,0.548,0.784
Mistral Large (2402),0.45,0.674,0.38,0.8,0.64,0.34,0.815,0.794,0.471,0.92,0.842,0.67,0.751,0.826,0.57,0.22,0.711,0.373,0.574,0.545,0.508,0.532,0.861,0.522,0.7,0.624,0.909,0.964,0.731,0.211,0.828,0.437,0.91,0.574,0.824,0.886,0.803,0.847,0.868,0.81,0.563,0.854,0.897,0.74,0.829,0.579,0.791,0.904,0.404,0.319,0.809,0.709,0.824,0.93,0.554,0.883
Mistral Small (2402),0.26,0.674,0.43,0.77,0.614,0.45,0.833,0.765,0.746,0.89,0.77,0.71,0.766,0.806,0.55,0.29,0.653,0.402,0.685,0.628,0.415,0.516,0.865,0.542,0.78,0.818,0.874,0.948,0.738,0.215,0.79,0.364,0.888,0.551,0.809,0.857,0.744,0.824,0.826,0.804,0.563,0.786,0.906,0.75,0.743,0.575,0.761,0.802,0.486,0.509,0.768,0.773,0.788,0.871,0.542,0.848
Qwen1.5 (14B),0.4,0.637,0.46,0.84,0.561,0.49,0.769,0.717,0.724,0.87,0.724,0.75,0.736,0.785,0.56,0.42,0.694,0.48,0.694,0.683,0.603,0.492,0.848,0.626,0.77,0.848,0.869,0.881,0.728,0.444,0.744,0.464,0.857,0.62,0.819,0.84,0.74,0.756,0.826,0.736,0.509,0.816,0.893,0.76,0.728,0.368,0.742,0.71,0.482,0.486,0.699,0.655,0.8,0.841,0.458,0.842
Arctic Instruct,0.35,0.652,0.46,0.84,0.5,0.39,0.741,0.752,0.721,0.88,0.763,0.69,0.781,0.764,0.57,0.37,0.699,0.461,0.634,0.662,0.481,0.444,0.823,0.591,0.75,0.752,0.864,0.912,0.682,0.363,0.761,0.411,0.868,0.532,0.833,0.827,0.704,0.847,0.826,0.779,0.473,0.796,0.902,0.76,0.749,0.28,0.725,0.79,0.525,0.511,0.724,0.664,0.78,0.891,0.536,0.854
GPT-3.5 Turbo (0125),0.31,0.696,0.49,0.78,0.474,0.39,0.806,0.746,0.772,0.89,0.75,0.75,0.755,0.792,0.58,0.35,0.63,0.471,0.634,0.669,0.534,0.444,0.797,0.557,0.7,0.782,0.864,0.922,0.672,0.307,0.727,0.364,0.862,0.491,0.838,0.819,0.749,0.779,0.81,0.779,0.455,0.835,0.91,0.73,0.734,0.355,0.748,0.735,0.493,0.487,0.722,0.727,0.751,0.861,0.536,0.842
Llama 3 (8B),0.33,0.696,0.48,0.8,0.518,0.34,0.741,0.743,0.728,0.88,0.711,0.65,0.751,0.764,0.58,0.35,0.624,0.451,0.557,0.669,0.426,0.468,0.781,0.547,0.67,0.745,0.828,0.881,0.638,0.415,0.731,0.417,0.85,0.556,0.843,0.823,0.713,0.748,0.843,0.755,0.545,0.874,0.885,0.83,0.717,0.416,0.761,0.738,0.482,0.468,0.711,0.736,0.771,0.866,0.566,0.819
Gemma (7B),0.28,0.563,0.48,0.75,0.474,0.42,0.769,0.727,0.658,0.87,0.717,0.65,0.698,0.792,0.53,0.34,0.74,0.412,0.621,0.628,0.516,0.508,0.79,0.507,0.67,0.758,0.838,0.891,0.638,0.4,0.689,0.417,0.837,0.574,0.848,0.857,0.709,0.733,0.835,0.742,0.554,0.864,0.885,0.7,0.72,0.377,0.778,0.756,0.496,0.487,0.712,0.682,0.735,0.841,0.548,0.842
Jamba Instruct,0.36,0.615,0.44,0.76,0.439,0.4,0.796,0.749,0.654,0.91,0.73,0.6,0.702,0.771,0.48,0.39,0.601,0.422,0.677,0.621,0.497,0.444,0.784,0.498,0.68,0.812,0.859,0.881,0.703,0.341,0.718,0.358,0.859,0.472,0.853,0.797,0.704,0.794,0.835,0.706,0.536,0.786,0.885,0.67,0.717,0.465,0.745,0.796,0.511,0.498,0.716,0.682,0.743,0.891,0.53,0.813
Mistral NeMo (2402),0.29,0.607,0.47,0.81,0.561,0.4,0.796,0.733,0.761,0.89,0.691,0.49,0.736,0.771,0.51,0.39,0.682,0.373,0.647,0.531,0.439,0.405,0.803,0.483,0.75,0.776,0.833,0.912,0.672,0.311,0.739,0.404,0.872,0.565,0.858,0.848,0.709,0.702,0.769,0.791,0.402,0.796,0.889,0.78,0.691,0.381,0.709,0.765,0.528,0.502,0.588,0.718,0.771,0.726,0.56,0.789
Command R,0.33,0.615,0.45,0.78,0.456,0.42,0.796,0.685,0.658,0.82,0.743,0.63,0.751,0.771,0.48,0.37,0.659,0.382,0.528,0.593,0.437,0.405,0.745,0.542,0.69,0.83,0.848,0.891,0.633,0.326,0.702,0.364,0.848,0.528,0.853,0.84,0.731,0.763,0.802,0.798,0.446,0.796,0.872,0.81,0.668,0.451,0.703,0.728,0.507,0.526,0.681,0.7,0.714,0.866,0.542,0.813
Yi (6B),0.3,0.6,0.4,0.73,0.351,0.43,0.796,0.678,0.658,0.87,0.684,0.67,0.66,0.681,0.48,0.37,0.624,0.422,0.621,0.662,0.452,0.452,0.774,0.517,0.68,0.752,0.838,0.907,0.641,0.33,0.748,0.371,0.831,0.528,0.789,0.785,0.686,0.763,0.769,0.779,0.411,0.806,0.893,0.77,0.731,0.335,0.739,0.713,0.486,0.484,0.668,0.718,0.735,0.831,0.452,0.836
Qwen1.5 (7B),0.39,0.526,0.41,0.76,0.447,0.4,0.778,0.691,0.581,0.84,0.671,0.69,0.691,0.667,0.56,0.37,0.618,0.471,0.579,0.572,0.5,0.397,0.761,0.547,0.73,0.733,0.818,0.839,0.597,0.367,0.639,0.364,0.817,0.523,0.789,0.789,0.632,0.695,0.76,0.706,0.411,0.816,0.863,0.69,0.685,0.372,0.696,0.688,0.457,0.452,0.603,0.627,0.727,0.836,0.488,0.778
Mistral Instruct v0.3 (7B),0.27,0.585,0.37,0.7,0.421,0.33,0.713,0.659,0.632,0.79,0.638,0.57,0.687,0.694,0.45,0.3,0.601,0.343,0.549,0.572,0.402,0.397,0.645,0.458,0.66,0.733,0.773,0.881,0.562,0.293,0.613,0.258,0.802,0.486,0.789,0.759,0.668,0.702,0.76,0.712,0.455,0.767,0.842,0.75,0.673,0.393,0.676,0.673,0.454,0.392,0.641,0.636,0.682,0.806,0.47,0.825
Phi-2,0.31,0.437,0.43,0.73,0.342,0.35,0.694,0.598,0.482,0.78,0.605,0.59,0.619,0.66,0.46,0.4,0.595,0.382,0.519,0.545,0.463,0.389,0.716,0.483,0.66,0.648,0.758,0.798,0.585,0.341,0.609,0.364,0.806,0.509,0.681,0.73,0.641,0.733,0.752,0.767,0.5,0.748,0.833,0.62,0.702,0.231,0.627,0.605,0.426,0.426,0.572,0.673,0.702,0.816,0.47,0.702
Mistral v0.1 (7B),0.25,0.467,0.37,0.69,0.351,0.29,0.667,0.63,0.592,0.79,0.599,0.56,0.653,0.667,0.4,0.26,0.52,0.314,0.451,0.538,0.32,0.365,0.506,0.448,0.56,0.715,0.702,0.845,0.569,0.274,0.655,0.311,0.783,0.389,0.755,0.726,0.596,0.702,0.76,0.693,0.438,0.709,0.833,0.68,0.665,0.33,0.657,0.642,0.447,0.424,0.578,0.6,0.731,0.831,0.44,0.789
Llama 3.2 Vision Instruct Turbo (11B),0.28,0.533,0.39,0.71,0.395,0.25,0.722,0.646,0.474,0.78,0.671,0.64,0.638,0.764,0.39,0.29,0.671,0.333,0.536,0.51,0.458,0.46,0.487,0.552,0.56,0.43,0.823,0.865,0.664,0.285,0.714,0.377,0.815,0.375,0.402,0.502,0.61,0.763,0.711,0.742,0.375,0.728,0.838,0.7,0.636,0.328,0.752,0.744,0.323,0.292,0.649,0.645,0.567,0.627,0.446,0.696
Llama 3.1 Instruct Turbo (8B),0.26,0.459,0.39,0.71,0.351,0.26,0.731,0.64,0.467,0.79,0.645,0.65,0.615,0.75,0.4,0.3,0.642,0.363,0.528,0.441,0.429,0.444,0.423,0.552,0.59,0.412,0.818,0.865,0.674,0.307,0.71,0.391,0.802,0.347,0.436,0.515,0.61,0.733,0.694,0.742,0.384,0.709,0.833,0.66,0.592,0.368,0.712,0.728,0.312,0.293,0.649,0.664,0.576,0.701,0.446,0.789
Llama 2 (13B),0.27,0.496,0.39,0.69,0.307,0.38,0.704,0.672,0.526,0.83,0.546,0.55,0.592,0.597,0.4,0.29,0.532,0.235,0.413,0.49,0.307,0.381,0.674,0.488,0.57,0.655,0.712,0.798,0.505,0.274,0.597,0.311,0.75,0.417,0.765,0.705,0.641,0.618,0.752,0.687,0.286,0.738,0.786,0.57,0.63,0.407,0.627,0.654,0.429,0.422,0.567,0.6,0.608,0.761,0.476,0.76
OLMo 1.7 (7B),0.33,0.496,0.43,0.65,0.404,0.34,0.565,0.592,0.526,0.76,0.526,0.59,0.57,0.535,0.48,0.38,0.538,0.333,0.434,0.517,0.307,0.325,0.632,0.414,0.59,0.63,0.687,0.751,0.521,0.319,0.563,0.358,0.73,0.454,0.623,0.713,0.61,0.595,0.612,0.607,0.375,0.689,0.769,0.56,0.546,0.335,0.608,0.593,0.429,0.39,0.526,0.6,0.522,0.751,0.452,0.731
Llama 2 (7B),0.29,0.452,0.27,0.59,0.316,0.29,0.519,0.592,0.526,0.64,0.408,0.48,0.453,0.41,0.38,0.28,0.462,0.196,0.434,0.407,0.254,0.27,0.51,0.35,0.38,0.606,0.51,0.674,0.438,0.307,0.429,0.298,0.631,0.259,0.554,0.662,0.547,0.557,0.628,0.466,0.402,0.563,0.697,0.53,0.488,0.238,0.497,0.503,0.355,0.36,0.459,0.509,0.433,0.617,0.392,0.713
OLMo (7B),0.26,0.222,0.38,0.3,0.325,0.32,0.25,0.325,0.449,0.26,0.342,0.24,0.26,0.236,0.35,0.27,0.26,0.294,0.319,0.29,0.254,0.278,0.335,0.31,0.22,0.236,0.227,0.358,0.336,0.267,0.294,0.325,0.259,0.454,0.25,0.253,0.278,0.267,0.306,0.264,0.286,0.272,0.269,0.28,0.272,0.265,0.34,0.318,0.223,0.238,0.232,0.345,0.408,0.383,0.416,0.234