RubberDuckBench Website

A lightweight results website for RubberDuckBench — explore the LLM leaderboard and a question-level heatmap, then drill into trial answers, rubric deductions, and question categories.

Live site: https://www.cs.brynmawr.edu/RubberDuckBench/

Highlights

• One place for the paper, leaderboard, and detailed heatmap view
• Heatmap cells reflect average score across trials, with click-to-inspect details
• Static export designed to be hosted under /RubberDuckBench/

Tech Stack

• Next.js + React
• D3 (heatmap rendering)
• CSS Modules (+ a few Tailwind utility classes)

Getting Started

npm install
npm run dev

Open http://localhost:3000.

Build Static Site (Produces out/)

npm run build

This repo is configured to export for subpath hosting at /RubberDuckBench/ (so asset URLs work on the Bryn Mawr site).

Updating Results (Heatmap Data) Heatmap data is generated into data/heatmapData_generated.json.

npx tsx scripts/import-data-heatmap.ts

Status Website is functional and actively iterated (design polish + data refreshes as benchmark results evolve).