bench

Installation
SKILL.md

/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
Related skills

More from opendataloader-project/opendataloader-pdf

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First Seen
Mar 7, 2026