Datasets › UPFD-POL
UPFD-POL (User Preference-aware Fake News Detection)
The PolitiFact variant of the UPFD dataset for benchmarking.
Please refer to the UPFD dataset for more details of the data.
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 | ||||
|---|---|---|---|---|---|---|
| Graph Classification | UPFD-POL | HGFND Accuracy (%) 91.13± 1.89 | Nothing Stands Alone: Relational Fake News Detection... | ujeong1/IEEEBigdata22_HGFND | 8 | 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 2. 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 | |||
|---|---|---|---|---|
| Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks | 1 | 1 | 24 Dec 2022 | not harvested |
| User Preference-aware Fake News Detection | 2 | 7 | 25 Apr 2021 | ran 1 of 1 samples (0 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- UPFD-POL
1 variant name, as the archive lists them.
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