benchmark-table-mining-starter
Parse small benchmark markdown tables from paper notes and summarize datasets, metrics, and best-performing methods.
SKILL.mdskills/scientific-knowledge/benchmark-table-mining-starter/SKILL.md
GitHubBenchmark 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, andscorewhen 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