benchmark-table-mining-starter

name	benchmark-table-mining-starter
description	Parse small benchmark markdown tables from paper notes and summarize datasets, metrics, and best-performing methods.

Benchmark Table Mining Starter

Use this starter on locally prepared markdown notes that contain one or more benchmark tables.

The wrapper:

• scans all markdown table blocks in the note
• selects the most leaderboard-like table instead of assuming the first table is the benchmark
• preserves canonical leaderboard fields such as task, dataset, metric, model, and score when they exist

python3 skills/scientific-knowledge/benchmark-table-mining-starter/scripts/run_benchmark_table_mining.py \
  --input skills/scientific-knowledge/benchmark-table-mining-starter/examples/benchmark_note.md

For a broader Papers-with-Code-style note that includes an earlier non-leaderboard table, use:

python3 skills/scientific-knowledge/benchmark-table-mining-starter/scripts/run_benchmark_table_mining.py \
  --input skills/scientific-knowledge/benchmark-table-mining-starter/examples/sample_benchmark_notes.md