| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| FAKE NEWS | MC2MARK | Accuracy100 | 66 | 3d ago | |
| Politifact | DEBERTA | Accuracy96.9 | 53 | 3d ago | |
| Gossipcop | AMPEND | Accuracy92.68 | 48 | 3d ago | |
| AVOID | Accuracy93.6 | 32 | 3d ago | ||
| GossipCop (test) | DCCF | Accuracy90.4 | 20 | 3d ago | |
| ANTiVax | Hyphen-hyperbolic | Precision95.1 | 19 | 3d ago | |
| Weibo21 | DIVER | Accuracy97.7 | 17 | 3d ago | |
| Constraint | TELLER w/ Intervention | Accuracy87.78 | 15 | 3d ago | |
| LIAR (test) | Hybrid CNN | Accuracy27.4 | 13 | 3d ago | |
| LIAR (val) | Hybrid CNN | Accuracy27.7 | 13 | 3d ago | |
| Weibo-21 (test) | DCCF | Accuracy95.7 | 12 | 3d ago | |
| Weibo (test) | DCCF | Accuracy95.1 | 12 | 3d ago | |
| Politifact UPFD 1.0 (test) | HGFND | Accuracy0.9111 | 11 | 3d ago | |
| AdvFake-News-Please (test) | RADAR | ROC AUC0.8698 | 10 | 3d ago | |
| Gossipcop UPFD 1.0 (test) | HGFND | Accuracy97.46 | 10 | 3d ago | |
| MMCoVaR (test) | AMPEND-LS | Accuracy96.46 | 8 | 3d ago | |
| PolitiFact CG -> P | TELLER | Accuracy82.82 | 8 | 3d ago | |
| Constraint GP -> C | TELLER | Accuracy85.09 | 8 | 3d ago | |
| GossipCop CP -> G | TELLER | Accuracy70.93 | 8 | 3d ago | |
| Gossipcop (GOS) | UPFD | Accuracy97.23 | 7 | 3d ago | |
| Politifact (POL) | UPFD | Accuracy84.62 | 7 | 3d ago | |
| Weibo Average 2020 | FTT | macF187.54 | 6 | 3d ago | |
| Weibo 2020 Q4 | FTT | macF187.8 | 6 | 3d ago | |
| Weibo 2020 Q3 | FTT | macF188.21 | 6 | 3d ago | |
| Weibo 2020 Q2 | FTT | Macro F190.13 | 6 | 3d ago |
