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PWC Leaderboards (Papers with Code Leaderboards)

Introduced by Marcin Kardas et al. in AxCell: Automatic Extraction of Results from Machine Learning Papers archive 2025-07-28

The Papers with Code Leaderboards dataset is a collection of over 5,000 results capturing performance of machine learning models. Each result is a tuple of form (task, dataset, metric name, metric value). The data was collected using the Papers with Code review interface.

Source: AxCell: Automatic Extraction of Results from Machine Learning Papers Image Source: AxCell: Automatic Extraction of Results from Machine Learning Papers

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Scientific Results Extraction PWC Leaderboards (restricted) AxCell Macro F1 21.1 AxCell: Automatic Extraction of Results from Machine... paperswithcode/axcell 1 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
AxCell: Automatic Extraction of Results from Machine Learning Papers 1 1 29 Apr 2020 ran 0 of 14 samples (14 unverified)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • PWC Leaderboards (restricted)
  • PWC Leaderboards

2 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections