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arena-animated.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Language Model Elo Ratings</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/7.8.5/d3.min.js"></script>
<style>
body {
font-family: Arial, sans-serif;
margin: 0;
padding: 20px;
}
.chart-container {
width: 800px;
margin: 0 auto;
}
.date-display {
font-size: 24px;
font-weight: bold;
text-align: center;
margin-top: 10px;
}
#jsonInput {
width: 100%;
height: 200px;
margin-top: 20px;
}
.controls {
margin-top: 20px;
display: flex;
justify-content: space-between;
align-items: center;
}
button {
padding: 10px;
font-size: 16px;
cursor: pointer;
margin-right: 10px;
}
.y-axis text {
font-size: 18px;
}
</style>
</head>
<body>
<div class="chart-container">
<h2>Top Large Language Models - LMSYS Chatbot Arena Elo Rating</h2>
<div id="chart"></div>
<div class="date-display"></div>
<div class="controls">
<div>
<button id="resetBtn">Reset</button>
<button id="playPauseBtn">Pause</button>
</div>
<div>
<label for="speedSlider">Animation Speed: </label>
<input type="range" id="speedSlider" min="50" max="1000" value="100" step="50">
<span id="speedValue">100 ms</span>
</div>
</div>
<textarea id="jsonInput" placeholder="Enter JSON data here"></textarea>
<button id="parseJsonBtn">Parse JSON and Start Animation</button>
</div>
<script>
const margin = { top: 20, right: 20, bottom: 0, left: 280 };
const width = 800 - margin.left - margin.right;
const height = 600 - margin.top - margin.bottom;
const rowCount = 20;
const svg = d3.select("#chart")
.append("svg")
.attr("width", width + margin.left + margin.right)
.attr("height", height + margin.top + margin.bottom)
.append("g")
.attr("transform", `translate(${margin.left},${margin.top})`);
const x = d3.scaleLinear().range([0, width]);
const y = d3.scaleBand().range([0, height]).padding(0.1);
const xAxis = svg.append("g")
.attr("transform", `translate(0,${height})`)
.attr("class", "x-axis");
const yAxis = svg.append("g")
.attr("class", "y-axis");
let animationSpeed = 1000;
let animationTimeout;
let allData = [];
let uniqueDates = [];
let currentDateIndex = 0;
let isPlaying = true;
const color = d3.scaleOrdinal(d3.schemeCategory10);
function updateChart(data, date) {
const sortedData = data.sort((a, b) => b.elo - a.elo);
const paddedData = sortedData.slice(0, rowCount);
while (paddedData.length < rowCount) {
paddedData.push({ model: "", elo: 0 });
}
x.domain([0, d3.max(sortedData, d => d.elo) + 50]);
y.domain(paddedData.map((_, i) => i.toString()));
xAxis.transition().duration(animationSpeed).call(d3.axisBottom(x).ticks(5));
yAxis.transition().duration(animationSpeed).call(d3.axisLeft(y).tickFormat(i => paddedData[i].model));
const bars = svg.selectAll(".bar")
.data(paddedData, (d, i) => d.model || i);
bars.enter()
.append("rect")
.attr("class", "bar")
.attr("x", 0)
.attr("y", (d, i) => y(i.toString()))
.attr("height", y.bandwidth())
.attr("fill", d => d.model ? color(d.model) : "transparent")
.attr("width", 0)
.merge(bars)
.transition()
.duration(animationSpeed)
.attr("x", 0)
.attr("y", (d, i) => y(i.toString()))
.attr("width", d => x(d.elo))
.attr("height", y.bandwidth())
.attr("fill", d => d.model ? color(d.model) : "transparent");
bars.exit().remove();
const labels = svg.selectAll(".label")
.data(paddedData, (d, i) => d.model || i);
labels.enter()
.append("text")
.attr("class", "label")
.attr("x", d => x(d.elo) + 5)
.attr("y", (d, i) => y(i.toString()) + y.bandwidth() / 2)
.attr("dy", "0.35em")
.merge(labels)
.transition()
.duration(animationSpeed)
.attr("x", d => x(d.elo) + 5)
.attr("y", (d, i) => y(i.toString()) + y.bandwidth() / 2)
.text(d => d.elo ? Math.round(d.elo) : "");
labels.exit().remove();
d3.select(".date-display").text(date);
}
function animate() {
if (currentDateIndex >= uniqueDates.length) {
pauseAnimation();
return;
}
const currentDate = uniqueDates[currentDateIndex];
const currentData = allData.filter(d => d.date === currentDate);
updateChart(currentData, currentDate);
currentDateIndex++;
if (isPlaying) {
animationTimeout = setTimeout(animate, animationSpeed);
}
}
function resetAnimation() {
clearTimeout(animationTimeout);
currentDateIndex = 0;
isPlaying = true;
updatePlayPauseButton();
animate();
}
function pauseAnimation() {
isPlaying = false;
clearTimeout(animationTimeout);
updatePlayPauseButton();
}
function playAnimation() {
isPlaying = true;
updatePlayPauseButton();
animate();
}
function togglePlayPause() {
if (isPlaying) {
pauseAnimation();
} else {
if (currentDateIndex >= uniqueDates.length) {
resetAnimation();
} else {
playAnimation();
}
}
}
function updatePlayPauseButton() {
document.getElementById('playPauseBtn').textContent = isPlaying ? 'Pause' : 'Play';
}
function parseJSONInput() {
const jsonInput = document.getElementById('jsonInput').value;
try {
allData = JSON.parse(jsonInput);
uniqueDates = [...new Set(allData.map(d => d.date))].sort();
resetAnimation();
} catch (error) {
console.error("Invalid JSON:", error);
alert("Invalid JSON. Please check your input.");
}
}
document.getElementById('resetBtn').addEventListener('click', resetAnimation);
document.getElementById('playPauseBtn').addEventListener('click', togglePlayPause);
document.getElementById('parseJsonBtn').addEventListener('click', parseJSONInput);
document.getElementById('speedSlider').addEventListener('input', function() {
animationSpeed = parseInt(this.value);
document.getElementById('speedValue').textContent = `${animationSpeed} ms`;
if (isPlaying) {
clearTimeout(animationTimeout);
animate();
}
});
// Example data
const exampleData = [{"date": "2023-08-02", "model": "chatglm-6b", "elo": 921.3105524335646}, {"date": "2023-08-02", "model": "koala-13b", "elo": 970.4479169387146}, {"date": "2023-08-02", "model": "oasst-pythia-12b", "elo": 896.3617954040186}, {"date": "2023-08-02", "model": "alpaca-13b", "elo": 944.2745251794815}, {"date": "2023-08-02", "model": "vicuna-13b", "elo": 1023.105952884932}, {"date": "2023-08-02", "model": "dolly-v2-12b", "elo": 869.7643775813011}, {"date": "2023-08-02", "model": "stablelm-tuned-alpha-7b", "elo": 913.3392275504868}, {"date": "2023-08-02", "model": "llama-13b", "elo": 863.031558756752}, {"date": "2023-08-02", "model": "fastchat-t5-3b", "elo": 881.4574462945966}, {"date": "2023-08-02", "model": "gpt-3.5-turbo", "elo": 1138.4073911052546}, {"date": "2023-08-02", "model": "gpt-4", "elo": 1173.7832629874092}, {"date": "2023-08-02", "model": "claude-1", "elo": 1204.0680097550041}, {"date": "2023-08-02", "model": "RWKV-4-Raven-14B", "elo": 937.9802704042004}, {"date": "2023-08-02", "model": "mpt-7b-chat", "elo": 939.7651841790461}, {"date": "2023-08-02", "model": "palm-2", "elo": 976.7956803429162}, {"date": "2023-08-02", "model": "claude-instant-1", "elo": 1108.8154813002868}, {"date": "2023-08-02", "model": "vicuna-7b", "elo": 1018.303273230974}, {"date": "2023-08-02", "model": "wizardlm-13b", "elo": 1046.9931649555365}, {"date": "2023-08-02", "model": "gpt4all-13b-snoozy", "elo": 954.4826988256148}, {"date": "2023-08-02", "model": "guanaco-33b", "elo": 1023.0513346076261}, {"date": "2023-08-02", "model": "vicuna-33b", "elo": 1106.4614545117097}, {"date": "2023-08-02", "model": "mpt-30b-chat", "elo": 1048.6102077490805}, {"date": "2023-08-02", "model": "llama-2-7b-chat", "elo": 939.7107855947115}, {"date": "2023-08-02", "model": "claude-2", "elo": 1135.3520486207888}, {"date": "2023-08-02", "model": "llama-2-13b-chat", "elo": 964.3263988060099}, {"date": "2023-06-19", "model": "chatglm-6b", "elo": 941.2179593289206}, {"date": "2023-06-19", "model": "koala-13b", "elo": 1000.6978629238841}, {"date": "2023-06-19", "model": "oasst-pythia-12b", "elo": 916.2578786302284}, {"date": "2023-06-19", "model": "alpaca-13b", "elo": 968.3563227776623}, {"date": "2023-06-19", "model": "vicuna-13b", "elo": 1041.0897474330436}, {"date": "2023-06-19", "model": "dolly-v2-12b", "elo": 866.7105672272268}, {"date": "2023-06-19", "model": "stablelm-tuned-alpha-7b", "elo": 905.8849822359603}, {"date": "2023-06-19", "model": "llama-13b", "elo": 858.5389716970445}, {"date": "2023-06-19", "model": "fastchat-t5-3b", "elo": 931.1177200537186}, {"date": "2023-06-19", "model": "gpt-3.5-turbo", "elo": 1085.1808703452618}, {"date": "2023-06-19", "model": "gpt-4", "elo": 1148.811728998083}, {"date": "2023-06-19", "model": "claude-v1", "elo": 1124.2365364910538}, {"date": "2023-06-19", "model": "RWKV-4-Raven-14B", "elo": 974.1286348915313}, {"date": "2023-06-19", "model": "mpt-7b-chat", "elo": 977.2456003448477}, {"date": "2023-06-19", "model": "palm-2", "elo": 1035.9912042195533}, {"date": "2023-06-19", "model": "claude-instant-v1", "elo": 1103.9153426366677}, {"date": "2023-06-19", "model": "vicuna-7b", "elo": 1022.7895907571678}, {"date": "2023-06-19", "model": "wizardlm-13b", "elo": 1040.271098502264}, {"date": "2023-06-19", "model": "gpt4all-13b-snoozy", "elo": 991.0869497884423}, {"date": "2023-06-19", "model": "guanaco-33b", "elo": 1066.4704307174284}, {"date": "2023-11-16", "model": "chatglm-6b", "elo": 926.6370343408952}, {"date": "2023-11-16", "model": "koala-13b", "elo": 967.8027264968555}, {"date": "2023-11-16", "model": "oasst-pythia-12b", "elo": 883.4951313432862}, {"date": "2023-11-16", "model": "alpaca-13b", "elo": 921.6834567299044}, {"date": "2023-11-16", "model": "vicuna-13b", "elo": 1046.0565748992815}, {"date": "2023-11-16", "model": "dolly-v2-12b", "elo": 842.5948001581312}, {"date": "2023-11-16", "model": "stablelm-tuned-alpha-7b", "elo": 886.5790450816211}, {"date": "2023-11-16", "model": "llama-13b", "elo": 852.2150307612334}, {"date": "2023-11-16", "model": "fastchat-t5-3b", "elo": 867.3853139346477}, {"date": "2023-11-16", "model": "gpt-3.5-turbo", "elo": 1081.1619524631044}, {"date": "2023-11-16", "model": "gpt-4", "elo": 1072.5711089093465}, {"date": "2023-11-16", "model": "claude-1", "elo": 1125.3112236743068}, {"date": "2023-11-16", "model": "RWKV-4-Raven-14B", "elo": 945.9023240752575}, {"date": "2023-11-16", "model": "mpt-7b-chat", "elo": 947.9102812506997}, {"date": "2023-11-16", "model": "palm-2", "elo": 971.0620312641915}, {"date": "2023-11-16", "model": "claude-instant-1", "elo": 1068.0978156839737}, {"date": "2023-11-16", "model": "vicuna-7b", "elo": 1008.3977097097567}, {"date": "2023-11-16", "model": "wizardlm-13b", "elo": 1047.9841598124406}, {"date": "2023-11-16", "model": "gpt4all-13b-snoozy", "elo": 957.7053325533193}, {"date": "2023-11-16", "model": "guanaco-33b", "elo": 1040.5744245431536}, {"date": "2023-11-16", "model": "vicuna-33b", "elo": 1082.8865248003995}, {"date": "2023-11-16", "model": "mpt-30b-chat", "elo": 1035.2378498425896}, {"date": "2023-11-16", "model": "llama-2-7b-chat", "elo": 994.3433906836358}, {"date": "2023-11-16", "model": "claude-2", "elo": 1096.120662453104}, {"date": "2023-11-16", "model": "llama-2-13b-chat", "elo": 986.7587209870765}, {"date": "2023-11-16", "model": "chatglm2-6b", "elo": 908.4645828452703}, {"date": "2023-11-16", "model": "llama-2-70b-chat", "elo": 1059.3694337730813}, {"date": "2023-11-16", "model": "codellama-34b-instruct", "elo": 1035.3526444432541}, {"date": "2023-11-16", "model": "wizardlm-70b", "elo": 1010.3785595928251}, {"date": "2023-11-16", "model": "falcon-180b-chat", "elo": 1012.4549398420932}, {"date": "2023-11-16", "model": "mistral-7b-instruct", "elo": 1006.3448689774368}, {"date": "2023-11-16", "model": "qwen-14b-chat", "elo": 1040.5962852186785}, {"date": "2023-11-16", "model": "zephyr-7b-alpha", "elo": 1007.5794389943399}, {"date": "2023-11-16", "model": "zephyr-7b-beta", "elo": 1051.592472024808}, {"date": "2023-11-16", "model": "openchat-3.5", "elo": 1051.239357289551}, {"date": "2023-11-16", "model": "gpt-4-turbo", "elo": 1194.612622476018}, {"date": "2023-11-16", "model": "chatglm3-6b", "elo": 965.5401680704233}, {"date": "2024-05-16", "model": "gpt-4o-2024-05-13", "elo": 1287.0545165170488}, {"date": "2024-05-16", "model": "gpt-4-turbo-2024-04-09", "elo": 1251.8857750081938}, {"date": "2024-05-16", "model": "gpt-4-1106-preview", "elo": 1250.2795440927446}, {"date": "2024-05-16", "model": "gemini-1.5-pro-api-0409-preview", "elo": 1247.9012962854715}, {"date": "2024-05-16", "model": "claude-3-opus-20240229", "elo": 1245.5638266481428}, {"date": "2024-05-16", "model": "gpt-4-0125-preview", "elo": 1244.27166074064}, {"date": "2024-05-16", "model": "bard-jan-24-gemini-pro", "elo": 1208.3148985969779}, {"date": "2024-05-16", "model": "llama-3-70b-instruct", "elo": 1202.5510700565217}, {"date": "2024-05-16", "model": "claude-3-sonnet-20240229", "elo": 1199.291016687819}, {"date": "2024-05-16", "model": "reka-core-20240501", "elo": 1195.306792404958}, {"date": "2024-05-16", "model": "gpt-4-0314", "elo": 1188.5081330246417}, {"date": "2024-05-16", "model": "command-r-plus", "elo": 1188.4960337253872}, {"date": "2024-05-16", "model": "qwen-max-0428", "elo": 1186.9936782129012}, {"date": "2024-05-16", "model": "claude-3-haiku-20240307", "elo": 1181.295192083182}, {"date": "2024-05-16", "model": "qwen1.5-110b-chat", "elo": 1170.5327249122793}, {"date": "2024-05-16", "model": "gpt-4-0613", "elo": 1164.6368076932954}, {"date": "2024-05-16", "model": "reka-flash-21b-20240226-online", "elo": 1154.8527536531521}, {"date": "2024-05-16", "model": "llama-3-8b-instruct", "elo": 1154.5302788776569}, {"date": "2024-05-16", "model": "mistral-large-2402", "elo": 1153.6365205841214}, {"date": "2024-05-16", "model": "qwen1.5-72b-chat", "elo": 1152.4002038912527}, {"date": "2024-05-16", "model": "claude-1", "elo": 1150.5521276335344}, {"date": "2024-05-16", "model": "command-r", "elo": 1148.534311097771}, {"date": "2024-05-16", "model": "reka-flash-21b-20240226", "elo": 1147.658152301221}, {"date": "2024-05-16", "model": "mistral-medium", "elo": 1146.155236252985}, {"date": "2024-05-16", "model": "mixtral-8x22b-instruct-v0.1", "elo": 1144.4266765678108}, {"date": "2024-05-16", "model": "gemini-pro-dev-api", "elo": 1135.3341072689436}, {"date": "2024-05-16", "model": "qwen1.5-32b-chat", "elo": 1134.590587856206}, {"date": "2024-05-16", "model": "claude-2.0", "elo": 1132.952782134082}, {"date": "2024-05-16", "model": "zephyr-orpo-141b-A35b-v0.1", "elo": 1128.7665230018888}, {"date": "2024-05-16", "model": "mistral-next", "elo": 1126.4657205886801}, {"date": "2024-05-16", "model": "gpt-3.5-turbo-0613", "elo": 1120.2552312973478}, {"date": "2024-05-16", "model": "qwen1.5-14b-chat", "elo": 1118.557130360306}, {"date": "2024-05-16", "model": "claude-2.1", "elo": 1118.5476787102923}, {"date": 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