Datasets › Adult
Adult
Data Set Information: Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1)&& (HRSWK>0))
Prediction task is to determine whether a person makes over 50K a year.
Benchmarks archive 2025-07-28
All 2 leaderboards 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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Classification | Adult | MambaNet AUROC 0.914 | MambaTab: A Plug-and-Play Model for Learning Tabular Data | atik-ahamed/mambatab | 1 | Compare |
| Imputation | Adult | ANN Test error 0.144 ± 0.06 | Missing Data Imputation for Supervised Learning | rafaelvalle/MDI | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers 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 56. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| MambaTab: A Plug-and-Play Model for Learning Tabular Data | 1 | 1 | 16 Jan 2024 | ran 1 of 3 samples (2 unverified) |
| Missing Data Imputation for Supervised Learning | 1 | 1 | 28 Oct 2016 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution 4.0 International license (CC BY 4.0)
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Adult
1 variant name, as the archive lists them.
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