Fake News Detection on PolitiFact (test)
86.8AccuracyKITE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KITEFramework=Unified text–image–knowledge2026.06 | 86.8 | — | — | — | |
| KANDescription=Knowledge aware attention networks2026.06 | 85.9 | — | — | — | |
| XLNet2026.06 | 84.7 | — | — | — | |
| MCANFusion strategy=Co-attention mechanism2026.06 | 84.6 | — | — | — | |
| QMFND2026.06 | 84.6 | — | — | — | |
| BERT2026.06 | 84.3 | — | — | — | |
| MCAN-AFusion strategy=Early fusion (concatenation + MLP)2026.06 | 80.9 | — | — | — | |
| SpotFake+2026.06 | 78.9 | — | — | — | |
| CNNModality=Text2026.06 | 77.6 | — | — | — | |
| CNNModality=Image2026.06 | 69.2 | — | — | — |