Multi-Relational Graph-Based Twitter Account Detection Benchmark
MGTAB is the first standardized graph-based benchmark for stance and bot detection. MGTAB contains 10,199 expert-annotated users and 7 types of relationships, ensuring high-quality annotation and diversified relations. For more details, please refer to the MGTAB paper.
Variants: MGTAB
This dataset is used in 2 benchmarks:
| Task | Model | Paper | Date |
|---|---|---|---|
| Stance Detection | RGT | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Stance Detection | Simple-HGN | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Stance Detection | GCN | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Stance Detection | GAT | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Twitter Bot Detection | RGT | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Twitter Bot Detection | BotRGCN | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Twitter Bot Detection | GAT | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
| Twitter Bot Detection | GCN | MGTAB: A Multi-Relational Graph-Based Twitter … | 2023-01-03 |
Recent papers with results on this dataset: