Datasets › Freebase (Heterogeneous Node Classification)
Freebase (Heterogeneous Node Classification)
A popular dataset for node classification on heterogeneous graphs.
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 | ||||
|---|---|---|---|---|---|---|
| Heterogeneous Node Classification | Freebase (Heterogeneous Node Classification) | RpHGNN Macro-F1 54.02 | Efficient Heterogeneous Graph Learning via Random Projection | CrawlScript/RpHGNN | 9 | Compare |
Papers archive 2025-07-28
9 shown of 9 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 9. 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 | |||
|---|---|---|---|---|
| SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network | 1 | 1 | 3 May 2024 | ran 6 of 7 samples (1 unverified) |
| Efficient Heterogeneous Graph Learning via Random Projection | 1 | 1 | 23 Oct 2023 | ran 5 of 8 samples (3 unverified; 8 pointer-only for licence) |
| Simple and Efficient Heterogeneous Graph Neural Network | 2 | 1 | 6 Jul 2022 | not harvested |
| Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks | 2 | 1 | 30 Dec 2021 | not harvested |
| Scalable Graph Neural Networks for Heterogeneous Graphs | 1 | 1 | 19 Nov 2020 | not harvested |
| Heterogeneous Graph Transformer | 4 | 1 | 3 Mar 2020 | ran 1 of 6 samples (5 unverified) |
| Graph Attention Networks | 93 | 1 | 30 Oct 2017 | ran 50 of 106 samples (56 unverified; 43 pointer-only for licence) |
| Modeling Relational Data with Graph Convolutional Networks | 27 | 1 | 17 Mar 2017 | ran 10 of 32 samples (22 unverified; 15 pointer-only for licence) |
| Semi-Supervised Classification with Graph Convolutional Networks | 55 | 1 | 9 Sep 2016 | ran 31 of 58 samples (27 unverified; 22 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Freebase (Heterogeneous Node Classification)
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections