Drug trafficking detection on Twitter-HetDrug 20% training ratio 1.0 (test)
71.36Macro-F1LLM-HetGDT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM-HetGDTGroup=Ours2025.02 | 71.36 | 73.87 | |
| HGPromptGroup=G62025.02 | 67.97 | 66.08 | |
| PC-GNNGroup=G52025.02 | 67.52 | 64.71 | |
| KG-GPTGroup=G72025.02 | 65.36 | 63.98 | |
| Over-samplingGroup=G42025.02 | 65.1 | 63.08 | |
| HeCoGroup=G32025.02 | 64.83 | 63.21 | |
| HGTGroup=G22025.02 | 63.85 | 63.7 | |
| GCNGroup=G12025.02 | 58.38 | 56.43 |