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Run benchmark and analyze PDF parsing performance

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name bench
description Run benchmark and analyze PDF parsing performance

/bench

Builds Java and runs the full benchmark suite, then analyzes results.

Execution Steps

  1. Run ./scripts/bench.sh
  2. Extract metrics from tests/benchmark/prediction/opendataloader/evaluation.json using:
    jq '{summary, metrics, table_detection, speed}' tests/benchmark/prediction/opendataloader/evaluation.json
    
  3. Output summary:
    • NID (reading order)
    • TEDS (table structure)
    • MHS (heading structure)
    • Table Detection F1/Precision/Recall
    • Speed (s/doc, total time)
  4. Compare with thresholds in tests/benchmark/thresholds.json
  5. Warn if regression detected

Options

  • /bench --doc-id 01030000000189 - Run for a specific document only

Notes

  • Benchmark won't run if Java build fails
  • First run installs Python dependencies via uv sync