Datasets › DABS

DABS (Domain-Agnostic Benchmark for Self-supervised learning)

Introduced by Alex Tamkin et al. in DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning23 Nov 2021 archive 2025-07-28

DABS is a domain-agnostic benchmark for self-supervised learning to encourage research and progress towards domain-agnostic methods.

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
Self-Supervised Learning DABS Pretraining: None Images & Text 57.5 DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning alextamkin/dabs 3 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 4. 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
DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning 1 3 23 Nov 2021 ran 0 of 2 samples (2 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • DABS

1 variant name, as the archive lists them.

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