Multimodal Rumor Detection on Weibo
94.9Accuracyours
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| oursModality=Multimodal2026.01 | 94.9 | 95.1 | 96.3 | 95.7 | 88.6 | 96.1 | 92.2 | 97.3 | 92.3 | 94.7 | |
| CCNModality=Multimodal2026.01 | 92 | 96.7 | 95.5 | 96.1 | 85.7 | 87.9 | 86.8 | 93.9 | 93.5 | 93.7 | |
| MTTVModality=Multimodal2026.01 | 90.8 | 95.2 | 94.5 | 94.9 | 86.5 | 85.4 | 86 | 91.5 | 92.6 | 92.1 | |
| HMCANModality=Multimodal2026.01 | 89.7 | 95.9 | 94.2 | 95 | 86.1 | 82.6 | 84.3 | 89.4 | 92.3 | 90.8 | |
| DEDAModality=Text-only2026.01 | 88.6 | 93.6 | 93.4 | 93.5 | 84.6 | 81.5 | 83 | 89.1 | 90.9 | 90 | |
| LSTM_Word2vecModality=Text-only2026.01 | 86.3 | 90.5 | 91.6 | 91.1 | 82.8 | 78.1 | 80.4 | 87.5 | 89.3 | 88.4 | |
| CLIPModality=Image-only2026.01 | 82.8 | 88.7 | 90.3 | 89.5 | 87.2 | 75.6 | 81 | 78.2 | 82.5 | 80.3 |