Drug trafficking detection on Twitter-HetDrug 10% training ratio 1.0 (test)
70.52Macro F1 ScoreLLM-HetGDT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM-HetGDTGroup=Ours2025.02 | 70.52 | 71.69 | |
| HGPromptGroup=G62025.02 | 66.85 | 64.37 | |
| PC-GNNGroup=G52025.02 | 65.98 | 63.84 | |
| KG-GPTGroup=G72025.02 | 65.74 | 63.92 | |
| Over-samplingGroup=G42025.02 | 63.79 | 62.27 | |
| HeCoGroup=G32025.02 | 62.93 | 60.85 | |
| HGTGroup=G22025.02 | 60.95 | 59.88 | |
| GCNGroup=G12025.02 | 55.74 | 53.92 |