Rumour Detection on Pheme
87.7PrecisionHyphen-hyperbolic
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Hyphen-hyperbolicmanifold=Hyperbolic2022.09 | 87.7 | 87.5 | 87.5 | — | |
| BERTbaseline_type=Generic neural2022.09 | 86.1 | 86.2 | 86.1 | — | |
| Hyphen-euclideanmanifold=Euclidean2022.09 | 85.4 | 84.3 | 84.4 | — | |
| RoBERTabaseline_type=Generic neural2022.09 | 85.2 | 85.1 | 85.2 | — | |
| SOTA-3baseline_type=Data-specific2022.09 | 84.6 | 84.1 | 84.4 | — | |
| dEFENDbaseline_type=Generic neural2022.09 | 84.1 | 84.2 | 84.1 | — | |
| HANbaseline_type=Generic neural2022.09 | 82.1 | 77.9 | 79.9 | — | |
| SOTA-2baseline_type=Data-specific2022.09 | 81.6 | 79.1 | 80.1 | — | |
| SOTA-1baseline_type=Data-specific2022.09 | 78.5 | 78.3 | 78.2 | — | |
| RoBERTamode=fine-tuned2024.06 | 72.13 | 71.99 | 72.04 | 71.99 | |
| BERTmode=fine-tuned2024.06 | 72.03 | 72.14 | 72.08 | 72.14 | |
| GPT4oframework=RAEmoLLM, exemplar_selection=Vreg-based, integration=Template 2 (addexpl)2024.06 | 71.7 | 71.55 | 71.62 | 71.55 | |
| Mistral-7bframework=RAEmoLLM, exemplar_selection=Vreg-based, integration=Template 12024.06 | 68.37 | 67.6 | 67.88 | 67.6 | |
| Mistral-7bmode=zero-shot2024.06 | 64.91 | 58.97 | 59.36 | 58.97 |