REDDIT-BINARY consists of graphs corresponding to online discussions on Reddit. In each graph, nodes represent users, and there is an edge between them if at least one of them respond to the other’s comment. There are four popular subreddits, namely, IAmA, AskReddit, TrollXChromosomes, and atheism. IAmA and AskReddit are two question/answer based subreddits, and TrollXChromosomes and atheism are two discussion-based subreddits. A graph is labeled according to whether it belongs to a question/answer-based community or a discussion-based community.
Source: A simple yet effective baseline for non-attributed graph classification
Variants: REDDIT-B, REDDIT-BINARY
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Graph Classification | R-GIN + PANDA | PANDA: Expanded Width-Aware Message Passing … | 2024-06-06 |
| Graph Classification | GIN + PANDA | PANDA: Expanded Width-Aware Message Passing … | 2024-06-06 |
| Graph Classification | GCN + PANDA | PANDA: Expanded Width-Aware Message Passing … | 2024-06-06 |
| Graph Classification | R-GCN + PANDA | PANDA: Expanded Width-Aware Message Passing … | 2024-06-06 |
| Graph Classification | Local Topological Profile (LTP) | Strengthening structural baselines for graph … | 2023-05-01 |
| Graph Classification | GAP-Layer (Ncut) | DiffWire: Inductive Graph Rewiring via … | 2022-06-15 |
| Graph Classification | CT-Layer | DiffWire: Inductive Graph Rewiring via … | 2022-06-15 |
| Graph Classification | GAP-Layer (Rcut) | DiffWire: Inductive Graph Rewiring via … | 2022-06-15 |
| Graph Classification | DiffWire | DiffWire: Inductive Graph Rewiring via … | 2022-06-15 |
Recent papers with results on this dataset: