Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | Weibo (test) | Overall Score70.5 | 50 | |
| Fake News Detection | Accuracy93.6 | 32 | ||
| Graph Anomaly Detection | Weibo (test) | AUROC92.88 | 32 | |
| Named Entity Recognition | F1 Score67.6 | 27 | ||
| Graph Anomaly Detection | AUROC93.05 | 23 | ||
| Anomaly detection | AUPRC0.8147 | 23 | ||
| Fake News Detection | Weibo21 | Accuracy97.7 | 17 | |
| Edge-level Anomaly Detection | F1 Macro94.29 | 13 | ||
| Node-level Anomaly Detection | F1-macro95.75 | 13 | ||
| Node-level Anomaly Detection | AUROC99.07 | 13 | ||
| Edge Anomaly Detection | AUROC99.13 | 13 | ||
| Named Entity Recognition | Weibo (WE) | F1 Score69.78 | 13 | |
| Fake News Detection | Weibo-21 (test) | Accuracy95.7 | 12 | |
| Fake News Detection | Weibo (test) | Accuracy95.1 | 12 | |
| Anomaly Detection | AUROC0.9288 | 12 | ||
| Named Entity Recognition | Weibo Chinese (test) | F1 Score72.66 | 12 | |
| Recommendation | R@5010.54 | 11 | ||
| Stance Detection | Weibo-SD | CB69.8 | 11 | |
| Multimodal misinformation detection | Accuracy0.852 | 10 | ||
| Named Entity Recognition | Weibo WB (test) | F1 Score69.8 | 9 | |
| Sentiment Analysis | Weibo 12 | F184 | 7 | |
| Topic Clustering | Weibo 12 | ARI0.76 | 7 | |
| Multimodal Rumor Detection | Accuracy94.9 | 7 | ||
| Named Entity Recognition | Weibo (dev) | F1 Score70.83 | 7 | |
| Named Entity Recognition | Throughput (sentences/s)6.1 | 7 |
Showing 25 of 43 rows