Rumour Detection on Twitter 15
92.3AccuracyGET
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GETevidence-enhanced=true2024.10 | 92.3 | — | — | — | — | — | — | — | |
| HYPHENevidence-enhanced=true2024.10 | 90.4 | — | — | — | — | — | — | — | |
| BERTevidence-enhanced=false2024.10 | 90.3 | — | — | — | — | — | — | — | |
| BERTevidence-enhanced=true2024.10 | 88.6 | — | — | — | — | — | — | — | |
| P2T32026.03 | 87.4 | — | — | — | 87.8 | 89.4 | 87.2 | 84.6 | |
| RAGCL2026.03 | 86.2 | — | — | — | 88.6 | 86.2 | 86.4 | 83 | |
| ClaHi-GAT2026.03 | 85.1 | — | — | — | 85.1 | 87 | 86.3 | 81.6 | |
| GACL2026.03 | 84.6 | — | — | — | 85.9 | 84.5 | 86.6 | 81.2 | |
| DEFENDevidence-enhanced=true2024.10 | 84.5 | — | — | — | — | — | — | — | |
| BiGCN2026.03 | 84.4 | — | — | — | 85.6 | 84.4 | 86.3 | 80.9 | |
| DEBERTAevidence-enhanced=true2024.10 | 83.6 | — | — | — | — | — | — | — | |
| DDGCN2026.03 | 83.5 | — | — | — | 84 | 85 | 85.6 | 79.1 | |
| DEBERTAevidence-enhanced=false2024.10 | 83.3 | — | — | — | — | — | — | — | |
| PLAN2026.03 | 81.9 | — | — | — | 83.9 | 85.4 | 81.7 | 75.9 | |
| HD-TRANS2026.03 | 81 | — | — | — | 83.4 | 84.1 | 75 | 80.8 | |
| CHATGPTprompting-style=Vanilla (VAN)2024.10 | 51 | — | — | — | — | — | — | — | |
| CHATGPTevidence-enhanced=true2024.10 | 50.6 | — | — | — | — | — | — | — | |
| MISTRALprompting-style=Vanilla (VaN)2024.10 | 42 | — | — | — | — | — | — | — | |
| MISTRALevidence-enhanced=true2024.10 | 41.6 | — | — | — | — | — | — | — | |
| BERTbaseline_type=Generic neural2022.09 | — | 89.9 | 89.1 | 89.1 | — | — | — | — | |
| dEFENDbaseline_type=Generic neural2022.09 | — | 85.1 | 84.9 | 84.8 | — | — | — | — | |
| HANbaseline_type=Generic neural2022.09 | — | 92.9 | 83.9 | 88.1 | — | — | — | — | |
| Hyphen-euclideanmanifold=Euclidean2022.09 | — | 94.3 | 93.7 | 93.6 | — | — | — | — | |
| Hyphen-hyperbolicmanifold=Hyperbolic2022.09 | — | 96.1 | 96.8 | 95.7 | — | — | — | — | |
| RoBERTabaseline_type=Generic neural2022.09 | — | 91.3 | 90.9 | 90.8 | — | — | — | — | |
| SOTA-1baseline_type=Data-specific2022.09 | — | 86.6 | 79.4 | 81.1 | — | — | — | — | |
| SOTA-2baseline_type=Data-specific2022.09 | — | 82.4 | 82.9 | 82.5 | — | — | — | — | |
| SOTA-3baseline_type=Data-specific2022.09 | — | 92.8 | 95.4 | 94.1 | — | — | — | — |