Datasets › Adult Census Income
Adult Census Income (adult_census_income)
This data was extracted from the 1994 Census bureau database by Ronny Kohavi and Barry Becker (Data Mining and Visualization, Silicon Graphics). A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1) && (HRSWK>0)). The prediction task is to determine whether a person makes over $50K a year.
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) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Tabular Data Generation | Adult Census Income | Binary Diffusion DT Accuracy 85.27 | Tabular Data Generation using Binary Diffusion | vkinakh/binary-diffusion-tabular | 6 | Compare |
Papers archive 2025-07-28
3 shown of 3 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 6. 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 | |||
|---|---|---|---|---|
| Tabular Data Generation using Binary Diffusion | 1 | 1 | 20 Sep 2024 | ran 10 of 10 samples (0 unverified) |
| Language Models are Realistic Tabular Data Generators | 1 | 2 | 12 Oct 2022 | ran 0 of 6 samples (6 unverified) |
| Modeling Tabular data using Conditional GAN | 9 | 3 | 1 Jul 2019 | ran 2 of 3 samples (1 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Adult Census Income
1 variant name, as the archive lists them.
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