Explainable Fake News Detection on RAWFC
1.52MisleadingnessOracle
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Oracleground-truth labels=true2026.04 | 1.52 | — | 4.46 | 4.73 | 4.72 | |
| G-Defense2026.04 | 1.87 | 1 | 4.6 | 4.72 | 4.7 | |
| L-Defense_GPT-3.5backbone=GPT-3.52026.04 | 1.91 | 1.3 | 4.17 | 4.41 | 4.49 | |
| L-Defense_LLaMA2backbone=LLaMA22026.04 | 1.95 | 1.3 | 4.44 | 4.67 | 4.62 | |
| GPT-3.5_claiminput=claim2026.04 | 1.97 | 1.7 | 4 | 4.44 | 4.68 | |
| GPT-3.5_fullinput=full2026.04 | 2.07 | 1.81 | 4.44 | 4.62 | 4.69 | |
| CofCED2026.04 | 2.74 | 1.53 | 2.89 | 1.93 | 2.46 |