Multimodal Misinformation Detection on Twitter
93AccuracyETMA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ETMA2026.05 | 93 | — | — | — | — | — | — | 92 | |
| LogicDMModality=Multi-Modal2023.05 | 91.1 | 90.9 | 81.6 | 85.9 | 91.3 | 95.8 | 93.5 | — | |
| BMRModality=Multi-Modal2023.05 | 87.2 | 84.2 | 75.1 | 79.4 | 88.5 | 93.1 | 90.7 | — | |
| CAFEModality=Multi-Modal2023.05 | 80.6 | 80.7 | 79.9 | 80.3 | 80.5 | 80.5 | 80.9 | — | |
| VanillaModality=Multi-Modal2023.05 | 78.4 | 66.9 | 68.3 | 67.6 | 84.3 | 83.4 | 83.8 | — | |
| MVNNModality=Multi-Modal2023.05 | 78.4 | 77.8 | 78.1 | 77.9 | 79 | 78.7 | 78.8 | — | |
| SAFEModality=Multi-Modal2023.05 | 76.2 | 83.1 | 72.4 | 77.4 | 69.5 | 81.1 | 74.8 | — | |
| MAVEModality=Multi-Modal2023.05 | 74.5 | 74.5 | 71.9 | 75.8 | 68.9 | 77.7 | 73 | — | |
| BertModality=Uni-Modal2023.05 | 73.3 | 57.1 | 75.4 | 65 | 85.7 | 72.2 | 78.4 | — | |
| EANNModality=Multi-Modal2023.05 | 64.8 | 81 | 49.8 | 61.7 | 58.4 | 75.9 | 66 | — | |
| ResNetModality=Uni-Modal2023.05 | 64.4 | 47.3 | 71.2 | 56.8 | 81.2 | 61 | 69.7 | — |