Datasets › roman-empire
roman-empire
Roman-empire is a word dependency graph based on the Roman Empire article from the English Wikipedia.
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 | ||||
|---|---|---|---|---|---|---|
| Node Classification | roman-empire | Polynormer Accuracy (% ) 92.55±0.37 | Polynormer: Polynomial-Expressive Graph Transformer in... | cornell-zhang/Polynormer +1 | 7 | Compare |
Papers archive 2025-07-28
5 shown of 5 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 49. 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 | |||
|---|---|---|---|---|
| Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | 1 | 3 | 11 Dec 2024 | not harvested |
| HyperAggregation: Aggregating over Graph Edges with Hypernetworks | 1 | 1 | 16 Jul 2024 | not harvested |
| Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | 1 | 1 | 13 Jun 2024 | ran 2 of 9 samples (7 unverified) |
| Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | 2 | 1 | 2 Mar 2024 | ran 5 of 8 samples (3 unverified) |
| HoloNets: Spectral Convolutions do extend to Directed Graphs | 1 | 1 | 3 Oct 2023 | ran 4 of 5 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
No language tagged.
Variants archive 2025-07-28
- roman-empire
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