Datasets › WOS
WOS (Web of Science Dataset)
Web of Science (WOS) is a document classification dataset that contains 46,985 documents with 134 categories which include 7 parents categories.
Source: HDLTex: Hierarchical Deep Learning for Text Classification
Benchmarks archive 2025-07-28
All 4 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 | ||||
|---|---|---|---|---|---|---|
| Hierarchical Multi-label Classification | WOS | HILL Macro F1 81.77 | HILL: Hierarchy-aware Information Lossless Contrastive... | rooooyy/hill | 3 | Compare |
| Document Classification | WOS-5736 | ConvTextTM Accuracy 91.28 | ConvTextTM: An Explainable Convolutional Tsetlin Machine... | — | 2 | Compare |
| Document Classification | WOS-11967 | HDLTex Accuracy 86.07 | HDLTex: Hierarchical Deep Learning for Text Classification | kk7nc/HDLTex +2 | 1 | Compare |
| Document Classification | WOS-46985 | HDLTex Accuracy 76.58 | HDLTex: Hierarchical Deep Learning for Text Classification | kk7nc/HDLTex +2 | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 59. 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 | |||
|---|---|---|---|---|
| HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification | 1 | 1 | 26 Mar 2024 | ran 3 of 3 samples (0 unverified) |
| HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification | 1 | 2 | 24 May 2023 | ran 13 of 17 samples (4 unverified; 17 pointer-only for licence) |
| ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification | 0 | 1 | 1 Jun 2022 | not harvested |
| HDLTex: Hierarchical Deep Learning for Text Classification | 3 | 3 | 24 Sep 2017 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders 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
- WOS-11967
- WOS-46985
- WOS-5736
- WOS
4 variant names, as the archive lists them.
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