Multimodal Rumor Detection on Twitter
94.1Accuracyours
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| oursModality=Multimodal2026.01 | 94.1 | 97.9 | 95.5 | 96.7 | 85.5 | 91.5 | 88.4 | 96.8 | 95.4 | 96.1 | |
| CCNModality=Multimodal2026.01 | 91.8 | 94.8 | 95.7 | 95.2 | 88.7 | 84.5 | 86.5 | 93.8 | 95.2 | 94.5 | |
| MTTVModality=Multimodal2026.01 | 90.1 | 93.6 | 94.4 | 94 | 85.6 | 81.8 | 83.7 | 92.9 | 94.2 | 93.5 | |
| HMCANModality=Multimodal2026.01 | 89.9 | 92.9 | 93.7 | 93.3 | 85.4 | 82.2 | 83.8 | 92.8 | 93.8 | 93.3 | |
| DEDAModality=Text-only2026.01 | 88.8 | 91.9 | 93.4 | 92.6 | 84.9 | 79.5 | 82.1 | 91.8 | 93.4 | 92.6 | |
| LSTM_Word2vecModality=Text-only2026.01 | 87 | 89.6 | 91.8 | 90.7 | 82.4 | 76.8 | 79.5 | 91.2 | 92.4 | 91.8 | |
| CLIPModality=Image-only2026.01 | 83.8 | 92.6 | 85.3 | 88.8 | 81.3 | 79.8 | 80.5 | 81.1 | 86.3 | 83.6 |