Gossipcop
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fake News Detection | Gossipcop | Accuracy97.71 | 113 | |
| Fake News Detection | GossipCop (test) | Accuracy90.4 | 30 | |
| Graph Backdoor Attack | Gossipcop | ASR100 | 25 | |
| Early Fake News Detection | GossipCop-P | Accuracy89.3 | 24 | |
| Fake News Detection | Gossipcop UPFD 1.0 (test) | Accuracy97.46 | 10 | |
| Fake news detection | GossipCop CP -> G | Accuracy70.93 | 8 | |
| Fake News Detection | Gossipcop (GOS) | Accuracy97.23 | 7 | |
| Backdoor Attack on Federated Graph Learning | Gossipcop | AAS83 | 5 | |
| Fake news detection | GossipCop reformed neutral sentiment (test) | Accuracy79.41 | 5 | |
| Fake news detection | GossipCop Adversarial (test) | Macro F170.64 | 4 | |
| Fake news detection | GossipCop Original (test) | Macro F1-score77.08 | 4 | |
| Binary classification | GossipCop (test) | Accuracy82.72 | 3 | |
| Multimodal Fake News Detection | Gossipcop | Accuracy88 | 1 |
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