Fake News Detection on Gossipcop UPFD 1.0 (test)
97.46AccuracyHGFND
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HGFNDfeature_encoding=BERT, hidden_dimension=128, batch_size=1282022.12 | 97.46 | 97.46 | |
| UPFD-SAGEfeature_encoding=BERT, gnn_module=SAGE2022.12 | 96.38 | 96.36 | |
| UPFD-GATfeature_encoding=BERT, gnn_module=GAT2022.12 | 96.03 | 96 | |
| UPFD-GCNfeature_encoding=BERT, gnn_module=GCN2022.12 | 95.55 | 95.51 | |
| GCNFNfeature_encoding=word2vec2022.12 | 95.37 | 95.33 | |
| GNN-CLfeature_encoding=User profile attributes2022.12 | 94.98 | 94.94 | |
| HGNNfeature_encoding=word2vec2022.12 | 93.38 | 93.38 | |
| GTNfeature_encoding=BERT2022.12 | 92.41 | 92.38 | |
| BIGCNfeature_encoding=User profile attributes2022.12 | 88.04 | 87.95 | |
| TGNFfeature_encoding=BERT2022.12 | 85.07 | 85.07 |