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leaderboard.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Title</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/PapaParse/5.3.0/papaparse.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/echarts@5.3.3/dist/echarts.min.js"></script>
<link href="https://fonts.googleapis.com/css2?family=Roboto+Condensed:ital,wght@0,100..900;1,100..900&display=swap" rel="stylesheet">
<link rel="icon" href="https://images.emojiterra.com/google/noto-emoji/unicode-15/color/1024px/1f9d1-1f4bb.png">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.0/dist/css/bootstrap.min.css">
<link rel="stylesheet" href="static/style.css">
<script
src="https://code.jquery.com/jquery-3.3.1.js"
integrity="sha256-2Kok7MbOyxpgUVvAk/HJ2jigOSYS2auK4Pfzbm7uH60="
crossorigin="anonymous">
</script>
<script>
$(function(){
$("#header").load("header.html");
});
</script>
<script>
function map_id_to_name(name) {
var new_name = name
new_name = new_name.replace("gpt-4", "GPT-4")
new_name = new_name.replace("turbo", "Turbo")
new_name = new_name.replace("claude", "Claude")
new_name = new_name.replace("gemini-pro", "Gemini")
new_name = new_name.replace("palm", "PaLM-2")
new_name = new_name.replace("deepseek-coder", "DeepSeeker")
new_name = new_name.replace("code-llama", "CodeLlamma")
new_name = new_name.replace("chatgpt", "ChatGPT")
new_name = new_name.replace("-instruct", "-Inst")
new_name = new_name.replace("qwen", "Qwen")
new_name = new_name.replace("-python", "")
new_name = new_name.replace("coder", "Coder")
new_name = new_name.charAt(0).toUpperCase() + new_name.slice(1);
return new_name
}
function map_id_to_logo(name) {
if (name.includes("deepseek")) {
return "deepseek.png"
}
else if (name.includes("gemini-pro") || name.includes("palm") || name.includes("gemma")) {
return "google.png"
}
else if (name.includes("gpt-4") || name.includes("chatgpt") || name.includes("gpt-4-turbo")) {
return "openai.png"
}
else if (name.includes("claude")) {
return "anthropic.png"
}
else if (name.includes("mistral") || name.includes("mixtral")) {
return "mistral.png"
}
else if (name.includes("code-llama")) {
return "meta.png"
}
else if (name.includes("phi-2")) {
return "microsoft.png"
}
else {
return ""
}
}
function check_instruct_tuned(name) {
if (name.includes("instruct")) {
return true
}
else if (['gpt-4-turbo', 'gpt-4', 'chatgpt', 'gemini-pro', 'palm', 'openchat', 'wizardcoder-34b', 'palm',
'code-millenials-34b', "qwen-72b-1.5", "qwen-14b-1.5", "qwen-7b-1.5",
"qwen-14b", "qwen-7b", 'speechless-codellama-34b', 'claude-3', 'claude-3-haiku', 'claude-2',
'wizardcoder-33b-1.1', 'xwincoder-34b', "magicoder-s-ds-6.7b", "magicoder-s-cl-7b"].includes(name)) {
return true
}
else {
return false
}
}
function compare( a, b ) {
if (a.joint_score < b.joint_score ){
return 1;
}
if (a.joint_score > b.joint_score){
return -1;
}
return 0;
}
// get data from json
function fetchJSONData(selector) {
fetch("./data.json")
.then((res) => {
if (!res.ok) {
throw new Error
(`HTTP error! Status: ${res.status}`);
}
return res.json();
})
.then((data) => {
console.log(data);
// generate table
buildHtmlTable(data, selector);
})
.catch((error) =>
console.error("Unable to fetch data:", error));
}
function buildHtmlTable(data, selector) {
data.sort(compare)
var headers = ['EvoEval (Overall)', 'HumanEval', 'Difficult', 'Creative', 'Subtle', 'Combine', 'Tool Use']
addAllColumnHeaders(headers, selector);
let header_dataset_map = new Map();
// used to map header to dataset
header_dataset_map.set('EvoEval (Overall)', 'joint_score');
header_dataset_map.set('HumanEval', 'humaneval');
header_dataset_map.set('Difficult', 'EvoEval_difficult');
header_dataset_map.set('Creative', 'EvoEval_creative');
header_dataset_map.set('Subtle', 'EvoEval_subtle');
header_dataset_map.set('Combine', 'EvoEval_combine');
header_dataset_map.set('Tool Use', 'EvoEval_tool_use');
for (var i = 0; i < data.length; i++) {
var row$ = $('<tr/>');
var model_name = "";
var logo = map_id_to_logo(data[i].name);
if (logo === "") {
} else {
model_name = model_name + '<img src="resources/' + logo + '">';
}
model_name = model_name + '<b>'+ map_id_to_name(data[i].name) + '</b>';
if (check_instruct_tuned(data[i].name)) {
row$.append($('<td/>').html(model_name + '<img src="static/speech.png">').attr("class", "nametd"));
} else {
row$.append($('<td/>').html(model_name).attr("class", "nametd"));
}
for (var j = 0; j < headers.length; j++) {
if (headers[j] === "EvoEval (Overall)") {
var cellValue = (data[i][header_dataset_map.get(headers[j])]).toFixed(1);
} else {
var cellValue = (100 * data[i][header_dataset_map.get(headers[j])]).toFixed(1);
}
if (cellValue == null) cellValue = "N/A";
// if from evoeval, bold the text
if (headers[j] === "EvoEval (Overall)") {
row$.append($('<td/>').html("<b>" + cellValue + "</b>").attr("class", "evoeval"));
} else {
row$.append($('<td/>').html(cellValue));
}
var cellRank = (data[i][header_dataset_map.get(headers[j])+ "_rank"]);
var className = "";
if (headers[j] === "EvoEval (Overall)") {
className = "smalltd evoeval";
} else {
className = "smalltd";
}
// if rank <= 3 mark in red
if (cellRank == 1) {
row$.append($('<td/>').html("🥇").attr("class", className));
}
else if (cellRank == 2) {
row$.append($('<td/>').html("🥈").attr("class", className));
} else if (cellRank == 3) {
row$.append($('<td/>').html("🥉").attr("class", className));
} else {
if (headers[j] === "EvoEval (Overall)") {
row$.append($('<td/>').html("<b>" + cellRank + "</b>").attr("class", className));
} else {
row$.append($('<td/>').html(cellRank).attr("class", className));
}
}
}
$(selector).append(row$);
}
}
function addAllColumnHeaders(headers, selector) {
var datasetTr$ = $('<tr/>');
datasetTr$.append($('<th/>').html(''));
for (var i = 0; i < headers.length; i++) {
var rowHash = headers[i];
var path = ""
if (rowHash === "Difficult") {
path = "resources/butterfly_blue.png"
} else if (rowHash === "Creative") {
path = "resources/butterfly_purple.png"
} else if (rowHash == "Subtle") {
path = "resources/butterfly_turq.png"
} else if (rowHash == "Combine") {
path = "resources/butterfly_yellow.png"
} else if (rowHash == "Tool Use") {
path = "resources/butterfly_red.png"
} else if (rowHash == "EvoEval") {
path = "resources/butterfly.png"
}
if (path === "") {
datasetTr$.append($('<th/>').html(rowHash).attr('colspan', 2));
} else {
datasetTr$.append($('<th/>').html('<img src="' + path + '">' + rowHash ).attr('colspan', 2));
}
}
$(selector).append(datasetTr$);
var headerTr$ = $('<tr/>');
// always add model column
headerTr$.append($('<th/>').html('Model'));
for (var i = 0; i < headers.length; i++) {
headerTr$.append($('<th/>').html('pass@1'));
headerTr$.append($('<th/>').html('rank'));
}
$(selector).append(headerTr$);
}
</script>
</head>
<body>
<div id="header"></div>
<div id="content" class="container-fluid d-flex flex-column align-items-center gap-3">
<h3 class="text-nowrap mt-5"> 🏆 Leaderboard 🏆 </h3>
<p>
Leaderboard shows the <b>pass@1</b> and <b>ranking</b> of LLMs on EvoEval benchmarks ordered by EvoEval score (average of all benchmarks). We label instruction-following models
with <img src="static/speech.png">.
</p>
</div>
<body onLoad="fetchJSONData('#leaderboardtable')">
<table id="leaderboardtable" class="centerTable">
</table>
</body>
</body>
</html>