var Chart = echarts.init(document.getElementById('sec_plot__chart1')); var Chart2 = echarts.init(document.getElementById('sec_plot__chart2')); var dataset = [ { name: 'GPT-3.5-turbo-1103', MGI: 0.2326, temp0_HumanEval: 0.7439, temp0_HumanEval_ET: 0.5915, temp0_8_HumanEval: 0.7248, temp0_8_HumanEval_ET: 0.5778, }, { name: 'GPT-3.5-turbo-0613', MGI: 0.1314, temp0_HumanEval: 0.6585, temp0_HumanEval_ET: 0.5122, temp0_8_HumanEval: 0.612, temp0_8_HumanEval_ET: 0.4776, }, { name: 'CodeGeeX4-All-9B', MGI: 0.5182, temp0_HumanEval: 0.7805, temp0_HumanEval_ET: 0.622, temp0_8_HumanEval: 0.7606, temp0_8_HumanEval_ET: 0.6078, }, { name: 'Deepseek-Coder-6.7b-base', MGI: 0.0602, temp0_HumanEval: 0.4817, temp0_HumanEval_ET: 0.3963, temp0_8_HumanEval: 0.3388, temp0_8_HumanEval_ET: 0.2798, }, { name: 'Deepseek-Coder-6.7b-instruct', MGI: 0.0893, temp0_HumanEval: 0.7134, temp0_HumanEval_ET: 0.628, temp0_8_HumanEval: 0.6494, temp0_8_HumanEval_ET: 0.5673, }, { name: 'CodeLlama-7b', MGI: 0.0417, temp0_HumanEval: 0.311, temp0_HumanEval_ET: 0.2378, temp0_8_HumanEval: 0.2211, temp0_8_HumanEval_ET: 0.1832, }, { name: 'CodeLlama-7b-python', MGI: 0.0525, temp0_HumanEval: 0.3841, temp0_HumanEval_ET: 0.3354, temp0_8_HumanEval: 0.3062, temp0_8_HumanEval_ET: 0.2568, }, { name: 'CodeLlama-7b-instruct', MGI: 0.0908, temp0_HumanEval: 0.3537, temp0_HumanEval_ET: 0.2988, temp0_8_HumanEval: 0.2876, temp0_8_HumanEval_ET: 0.2455, }, { name: 'CodeGemma-2b', MGI: 0.0112, temp0_HumanEval: 0.3537, temp0_HumanEval_ET: 0.2805, temp0_8_HumanEval: 0.2161, temp0_8_HumanEval_ET: 0.1771, }, { name: 'CodeGemma-7b', MGI: 0.0548, temp0_HumanEval: 0.4329, temp0_HumanEval_ET: 0.3537, temp0_8_HumanEval: 0.3316, temp0_8_HumanEval_ET: 0.2779, }, { name: 'AixCoder3-7b-base', MGI: 0.0578, temp0_HumanEval: 0.5427, temp0_HumanEval_ET: 0.4451, temp0_8_HumanEval: 0.4545, temp0_8_HumanEval_ET: 0.3826, }, { name: 'CodeQwen1.5-7b', MGI: 0.0361, temp0_HumanEval: 0.439, temp0_HumanEval_ET: 0.3841, temp0_8_HumanEval: 0.3884, temp0_8_HumanEval_ET: 0.3279, }, { name: 'Starcoder2-7b', MGI: 0.0579, temp0_HumanEval: 0.3659, temp0_HumanEval_ET: 0.3232, temp0_8_HumanEval: 0.2905, temp0_8_HumanEval_ET: 0.2438, }, { name: 'Starcoder2-15b', MGI: 0.0552, temp0_HumanEval: 0.4695, temp0_HumanEval_ET: 0.4024, temp0_8_HumanEval: 0.3406, temp0_8_HumanEval_ET: 0.2795, }, { name: 'CodeLlama-13b', MGI: 0.0412, temp0_HumanEval: 0.3415, temp0_HumanEval_ET: 0.2927, temp0_8_HumanEval: 0.2405, temp0_8_HumanEval_ET: 0.2015, }, { name: 'CodeLlama-34b', MGI: 0.0651, temp0_HumanEval: 0.4817, temp0_HumanEval_ET: 0.4146, temp0_8_HumanEval: 0.3478, temp0_8_HumanEval_ET: 0.2906, }, { name: 'CodeLlama-70b', MGI: 0.0523, temp0_HumanEval: 0.5244, temp0_HumanEval_ET: 0.4512, temp0_8_HumanEval: 0.4317, temp0_8_HumanEval_ET: 0.3615, }, ] let ymins = new Array(0.27, 0.16, 0.21, 0.14) let titleText = [ 'Memorization-Generalization Index VS HumanEval (temp = 0)', 'Memorization-Generalization Index VS HumanEval (temp = 0.8)', 'Memorization-Generalization Index VS HumanEval-ET (temp = 0)', 'Memorization-Generalization Index VS HumanEval-ET (temp = 0.8)' ] let options = new Array(4) for(let i = 0; i < 4; i++){ options[i] = { series: [ { name: 'GPT-3.5-turbo-1103' }, { name: 'GPT-3.5-turbo-0613' }, { name: 'CodeGeeX4-All-9B' }, { name: 'Deepseek-Coder-6.7b-base' }, { name: 'Deepseek-Coder-6.7b-instruct' }, { name: 'CodeLlama-7b' }, { name: 'CodeLlama-7b-python' }, { name: 'CodeLlama-7b-instruct' }, { name: 'CodeGemma-2b' }, { name: 'CodeGemma-7b' }, { name: 'AixCoder3-7b-base' }, { name: 'CodeQwen1.5-7b' }, { name: 'Starcoder2-7b' }, { name: 'Starcoder2-15b' }, { name: 'CodeLlama-13b' }, { name: 'CodeLlama-34b' }, { name: 'CodeLlama-70b' } ], grid: { show: true, top: '15%', left: '12%', right: '45%', borderColor: 'transparent', backgroundColor: '#eff1f7' }, legend: { right: 85, bottom: '11%', orient: 'vertical', icon: 'diamond', itemWidth: 14, itemHeight: 14, textStyle: { fontSize: 14.5, color: '#5876fa' }, }, title: { show: true, text: '', left: 'center', textStyle: { fontFamily: "Arial", fontSize: 20, fontWeight: 'normal' }, top: 25 }, tooltip: { trigger: 'item', }, xAxis: { name: 'Memorization-Generalization Index', nameLocation: 'middle', nameGap: 32, nameTextStyle: { fontSize: 15, fontFamily: 'Arial', }, min: -0.08, axisLabel: { showMinLabel: false }, splitLine: { show: true, lineStyle: { color: 'white' } }, axisTick:{ show:false }, axisLine: { show: false, }, }, yAxis: { name: '', nameLocation: 'middle', nameGap: 40, nameTextStyle: { fontSize: 16, fontFamily: 'Arial', }, type: 'value', axisLabel: { showMinLabel: false }, splitLine: { show: true, lineStyle: { color: 'white' } }, axisTick:{ show:false }, axisLine: { show: false, }, }, }; options[i].title.text = titleText[i] options[i].tooltip.formatter = ( i < 2 ? function(params) { return params.marker + `` + params.seriesName + '' + '

MGI: ' + params.data[0] + '
HumanEval: ' + params.data[1] + '
HumanEval-ET: ' + params.data[2]; } : function(params) { return params.marker + `` + params.seriesName + '' + '

MGI: ' + params.data[0] + '
HumanEval-ET: ' + params.data[1] + '
HumanEval: ' + params.data[2]; } ) options[i].yAxis.name = ( i < 2 ? 'HumanEval' : 'HumanEval-ET' ) options[i].yAxis.min = ymins[i] } for(let i = 0; i < dataset.length; i++){ options[0].series[i].data = [[dataset[i].MGI, dataset[i].temp0_HumanEval,dataset[i].temp0_HumanEval_ET]] options[1].series[i].data = [[dataset[i].MGI, dataset[i].temp0_8_HumanEval, dataset[i].temp0_8_HumanEval_ET]] options[2].series[i].data = [[dataset[i].MGI, dataset[i].temp0_HumanEval_ET,dataset[i].temp0_HumanEval]] options[3].series[i].data = [[dataset[i].MGI, dataset[i].temp0_8_HumanEval_ET, dataset[i].temp0_8_HumanEval]] } for(let i = 0; i < 4; i++){ for(let j = 0; j < dataset.length; ++j){ options[i].series[j].type = 'scatter' options[i].series[j].symbol = 'diamond' } } function setSymbolSize() { for (var i = 0; i < dataset.length; i++) { if(dataset[i].MGI < 0.1 && dataset[i].temp0_HumanEval > 0.5){ options[0].series[i].symbolSize = 50 options[1].series[i].symbolSize = 50 } else if(dataset[i].temp0_HumanEval > 0.43 && dataset[i].temp0_HumanEval < 0.75){ options[0].series[i].symbolSize = 30 options[1].series[i].symbolSize = 30 } else if(dataset[i].MGI < 0.015 || dataset[i].temp0_HumanEval > 0.38){ options[0].series[i].symbolSize = 20 options[1].series[i].symbolSize = 20 } else { options[0].series[i].symbolSize = 13 options[1].series[i].symbolSize = 13 } } for (var i = 0; i < dataset.length; i++) { if(dataset[i].MGI < 0.1 && dataset[i].temp0_HumanEval_ET > 0.5){ options[2].series[i].symbolSize = 50 options[3].series[i].symbolSize = 50 } else if(dataset[i].temp0_HumanEval_ET > 0.43 && dataset[i].temp0_HumanEval_ET < 0.75){ options[2].series[i].symbolSize = 30 options[3].series[i].symbolSize = 30 } else if(dataset[i].MGI < 0.015 || dataset[i].temp0_HumanEval_ET > 0.38){ options[2].series[i].symbolSize = 20 options[3].series[i].symbolSize = 20 } else { options[2].series[i].symbolSize = 13 options[3].series[i].symbolSize = 13 } } } setSymbolSize() Chart.setOption(options[0]) Chart2.setOption(options[1]) // button and span var btn_temp0_HumanEval = document.getElementById('btn_temp0_HumanEval') var btn_temp0_HumanEval_ET = document.getElementById('btn_temp0_HumanEval_ET') var btn_temp0_8_HumanEval = document.getElementById('btn_temp0_8_HumanEval') var btn_temp0_8_HumanEval_ET = document.getElementById('btn_temp0_8_HumanEval_ET') var span_temp0_HumanEval = document.getElementById('span_temp0_HumanEval') var span_temp0_HumanEval_ET = document.getElementById('span_temp0_HumanEval_ET') var span_temp0_8_HumanEval = document.getElementById('span_temp0_8_HumanEval') var span_temp0_8_HumanEval_ET = document.getElementById('span_temp0_8_HumanEval_ET') btn_temp0_HumanEval.addEventListener("click", function() { Chart.setOption(options[0]) btn_temp0_HumanEval.style.backgroundColor = '#386df4' span_temp0_HumanEval.style.color = '#386df4' btn_temp0_HumanEval_ET.style.backgroundColor = '#d3d3d3' span_temp0_HumanEval_ET.style.color = '#d3d3d3' }) span_temp0_HumanEval.addEventListener("click", function() { Chart.setOption(options[0]); btn_temp0_HumanEval.style.backgroundColor = '#386df4' span_temp0_HumanEval.style.color = '#386df4' btn_temp0_HumanEval_ET.style.backgroundColor = '#d3d3d3' span_temp0_HumanEval_ET.style.color = '#d3d3d3' }) btn_temp0_HumanEval_ET.addEventListener("click", function() { Chart.setOption(options[2]) btn_temp0_HumanEval.style.backgroundColor = '#d3d3d3' span_temp0_HumanEval.style.color = '#d3d3d3' btn_temp0_HumanEval_ET.style.backgroundColor = '#386df4' span_temp0_HumanEval_ET.style.color = '#386df4' }) span_temp0_HumanEval_ET.addEventListener("click", function() { Chart.setOption(options[2]) btn_temp0_HumanEval.style.backgroundColor = '#d3d3d3' span_temp0_HumanEval.style.color = '#d3d3d3' btn_temp0_HumanEval_ET.style.backgroundColor = '#386df4' span_temp0_HumanEval_ET.style.color = '#386df4' }) btn_temp0_8_HumanEval.addEventListener("click", function() { Chart2.setOption(options[1]) btn_temp0_8_HumanEval.style.backgroundColor = '#386df4' span_temp0_8_HumanEval.style.color = '#386df4' btn_temp0_8_HumanEval_ET.style.backgroundColor = '#d3d3d3' span_temp0_8_HumanEval_ET.style.color = '#d3d3d3' }) span_temp0_8_HumanEval.addEventListener("click", function() { Chart2.setOption(options[1]); btn_temp0_8_HumanEval.style.backgroundColor = '#386df4' span_temp0_8_HumanEval.style.color = '#386df4' btn_temp0_8_HumanEval_ET.style.backgroundColor = '#d3d3d3' span_temp0_8_HumanEval_ET.style.color = '#d3d3d3' }) btn_temp0_8_HumanEval_ET.addEventListener("click", function() { Chart2.setOption(options[3]) btn_temp0_8_HumanEval.style.backgroundColor = '#d3d3d3' span_temp0_8_HumanEval.style.color = '#d3d3d3' btn_temp0_8_HumanEval_ET.style.backgroundColor = '#386df4' span_temp0_8_HumanEval_ET.style.color = '#386df4' }) span_temp0_8_HumanEval_ET.addEventListener("click", function() { Chart2.setOption(options[3]) btn_temp0_8_HumanEval.style.backgroundColor = '#d3d3d3' span_temp0_8_HumanEval.style.color = '#d3d3d3' btn_temp0_8_HumanEval_ET.style.backgroundColor = '#386df4' span_temp0_8_HumanEval_ET.style.color = '#386df4' })