Fake News Detection on Weibo21
97.7AccuracyDIVER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DIVERCategory=Ours2026.01 | 97.7 | 96.6 | 97 | 98.8 | |
| MIMoE-FNDCategory=Multimodal multi-domain methods2026.01 | 95.6 | 95.5 | 95.7 | 97.7 | |
| FND-CLIPCategory=Multimodal multi-domain methods2026.01 | 94.3 | 94 | 94.6 | 96.2 | |
| RaCMCCategory=Multimodal single-domain methods2026.01 | 94.2 | 93.8 | 94.3 | 96.2 | |
| Qwen-1.8BCategory=Large Language Models2026.01 | 94.2 | 94 | 94.3 | 97 | |
| Qwen 2.5-7BCategory=Large Language Models2026.01 | 93.8 | 93.9 | 93.7 | 96.8 | |
| KENCategory=Multimodal multi-domain methods2026.01 | 93.5 | 93.7 | 93.2 | 97.1 | |
| SEERCategory=Multimodal single-domain methods2026.01 | 93.2 | 92.7 | 92.5 | 96 | |
| BMRCategory=Multimodal single-domain methods2026.01 | 92.9 | 92.7 | 92.5 | 96.2 | |
| LIFECategory=Detection methods that reasoning LLMs2026.01 | 92.8 | 93.5 | 93.4 | 97.5 | |
| GLPN-LLMCategory=Detection methods that reasoning LLMs2026.01 | 92.5 | 93.7 | 92.4 | 95.9 | |
| SAFECategory=Multimodal single-domain methods2026.01 | 90.5 | 90.1 | 89 | 93.7 | |
| Llama3.1-8bCategory=Large Language Models2026.01 | 90.5 | 90.2 | 90.8 | 95 | |
| INSIDECategory=Detection methods that reasoning LLMs2026.01 | 89.6 | 81.6 | 83.2 | 87.1 | |
| Llama3.2-3BCategory=Large Language Models2026.01 | 88.4 | 88 | 88.7 | 93.2 | |
| CAFECategory=Multimodal single-domain methods2026.01 | 88.2 | 88.5 | 87.6 | 90.9 | |
| EANNCategory=Multimodal multi-domain methods2026.01 | 87 | 86.2 | 87.5 | 89.4 |