| --- |
| license: "mit" |
| language: |
| - en |
| pretty_name: "Accessibility Fix" |
| tags: |
| - benchmark |
| - llm-evaluation |
| - ai-benchmark |
| - model-evaluation |
| - evals |
| - grading |
| - accessibility |
| - a11y |
| - wcag |
| - openrouter |
| - openai |
| - mcp |
| - typescript |
| - agent-benchmark |
| task_categories: |
| - text-generation |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: data/tasks.jsonl |
| --- |
| |
| # Accessibility Fix |
|
|
| Fix a broken page so keyboard, screen-reader and contrast checks pass. |
|
|
| ## What it measures |
|
|
| Whether a fixed HTML page really repairs injected keyboard, screen-reader, and contrast defects without deleting or hiding content. |
|
|
| Category: `coding`. Status: `alpha`. |
|
|
| ## How to run |
|
|
| ```console |
| $ npx benchmark-accessibility-fix list |
| $ npx benchmark-accessibility-fix run --model <model-id> --provider openrouter |
| $ npx benchmark-accessibility-fix score results.json |
| ``` |
|
|
| `--provider mock` runs the whole benchmark offline with no keys. Real models run |
| through OpenRouter (`OPENROUTER_API_KEY`) or any OpenAI-compatible base URL |
| (`OPENAI_BASE_URL`, `OPENAI_API_KEY`). |
|
|
| ## Data fields |
|
|
| `data/tasks.jsonl` holds 40 tasks, one JSON object per line |
| (kinds: 40 single). |
|
|
| | field | type | |
| |---|---| |
| | `id` | string | |
| | `kind` | string | |
| | `prompt` | string | |
| | `expected` | string | |
| | `metadata` | object | |
|
|
| ## Provenance |
|
|
| # Accessibility Fix provenance |
|
|
| This file is generated from the benchmark definition. |
|
|
| ## Synthetic accessibility fixtures |
|
|
| - Kind: `synthetic` |
| - URL: https://github.com/pooriaarab/benchmark-accessibility-fix/blob/main/scripts/gen-tasks.mjs |
| - Licence: `MIT` |
| - Retrieved: 2026-10-16T00:00:00.000Z |
| - How to get it: Run `npm run generate:tasks` (or `node scripts/gen-tasks.mjs --seed 20261015` after `npm run build`) from the repository root. The generator grades every reference page with the built package and re-draws until it scores 1. A hidden split uses another seed: `node scripts/gen-tasks.mjs --seed <n> --split hidden --out <path>`; hidden files use a11yh- ids and stay out of git and npm. |
| - Contamination notes: Public tasks use seed 20261015. Treat them as possibly in training data; use a separately seeded hidden split for final comparisons. |
| - Refresh: Change the seed, run the generator, and review the JSONL diff. |
|
|
|
|
| ## Grader |
|
|
| Deterministic static analysis of the fixed HTML: ten WCAG-cited checks score defects fixed, minus regressions, content loss, element removal, and hiding abuse. Model judging is off. |
|
|
| ## Limitations |
|
|
| This dataset contains only the public task split (40 tasks). |
| Hidden evaluation splits use a private seed and are deliberately not part of |
| this dataset. Source kinds: synthetic. These are evaluation prompts |
| for the `benchmark-accessibility-fix` benchmark, not training data; scoring requires the package's |
| deterministic grader. See PROVENANCE.md for contamination notes. |
|
|
| ## Citation |
|
|
| ```bibtex |
| @misc{benchmark_accessibility_fix, |
| author = {Pooria Arab}, |
| title = {Accessibility Fix task data}, |
| year = {2026}, |
| url = {https://github.com/pooriaarab/benchmark-accessibility-fix} |
| } |
| ``` |
|
|
| ## Links |
|
|
| - npm: https://www.npmjs.com/package/benchmark-accessibility-fix |
| - GitHub: https://github.com/pooriaarab/benchmark-accessibility-fix |
| - Leaderboard: https://aibenchmarkindex.com/benchmarks/benchmark-accessibility-fix |
| - Dataset: https://huggingface.co/datasets/pooria/benchmark-accessibility-fix |
|
|
