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Benchmark Visualizer (Next.js)

A static Next.js application for visualizing LongMemEval and LoComo benchmark results, optimized for deployment on Vercel.

Features

  • 📊 Static site generation - fast, CDN-distributed
  • 🎨 Beautiful UI with Tailwind CSS + shadcn/ui theme
  • 🗜️ Supports both .json and .json.gz result files
  • 🚀 Optimized for Vercel deployment
  • 📈 Category breakdown - view accuracy by question category
  • 🔍 Advanced filters - search by ID, filter by correctness and category
  • 🎯 Item detail pages - dive deep into individual questions with reasoning and retrieved memories

Prerequisites

  • Node.js 18+
  • npm or yarn

Development

  1. Install dependencies:
npm install
  1. Run development server:
npm run dev
  1. Open http://localhost:9998

Building

Build the static site:

npm run build

This generates a static site in the out/ directory.

Deployment to Vercel

Option 1: Deploy via Vercel CLI

# Install Vercel CLI
npm i -g vercel

# Deploy
cd visualizer-web
vercel

Option 2: Deploy via GitHub

  1. Push to GitHub
  2. Import project in Vercel dashboard
  3. Vercel will auto-detect Next.js and deploy

File Structure

visualizer-web/
├── app/
│   ├── page.tsx              # Home/benchmark selector
│   ├── longmemeval/
│   │   └── page.tsx          # LongMemEval results
│   └── locomo/
│       └── page.tsx          # LoComo results
├── lib/
│   └── data.ts               # Data loading utilities
└── results/                  # Copy your result files here
    ├── longmemeval.json.gz
    └── locomo.json.gz

Important Notes

  • Result files are loaded at build time (not runtime)
  • The app reads from ../results/ relative to the build directory
  • Supports both .json and .json.gz files automatically
  • For Vercel deployment, compressed files (*.json.gz) are recommended to stay under size limits

Cost

  • Free on Vercel for hobby projects
  • Unlimited bandwidth on free tier
  • Static site = no server costs