Misinformation Detection on LUN
69.82Macro F1KALM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KALMCategory=task agnostic2022.10 | 69.82 | 71.28 | 72.33 | 71.29 | |
| CompareNetCategory=task specific2022.10 | 68.26 | 69.05 | 72.94 | 69.04 | |
| GCN + AttnCategory=task specific2022.10 | 66.42 | 67.08 | 68.6 | 67 | |
| GAT + AttnCategory=task specific2022.10 | 66.37 | 66.95 | 68.05 | 66.86 | |
| Rashkin et al.Category=task specific2022.10 | 65 | — | — | — | |
| KnowBERT-W+WCategory=task agnostic2022.10 | 63.94 | 65.52 | 67.5 | 65.53 | |
| KGAPCategory=task agnostic2022.10 | 63.94 | 65.52 | 67.5 | 65.53 | |
| GreaseLM+Category=task agnostic2022.10 | 62.65 | 64.29 | 65.13 | 64.31 | |
| ElectraCategory=language model2022.10 | 58.57 | 60.1 | 63.26 | 60.11 | |
| KELMCategory=task agnostic2022.10 | 57.3 | 59.28 | 61.09 | 59.29 | |
| KnowBERT-WikidataCategory=task agnostic2022.10 | 56.76 | 57.57 | 57.27 | 57.57 | |
| Joshi et al.Category=task agnostic2022.10 | 56.73 | 58.57 | 62.56 | 58.59 | |
| GreaseLMCategory=task agnostic2022.10 | 55.75 | 56.54 | 58.12 | 56.55 | |
| RoBERTaCategory=language model2022.10 | 55.52 | 59.09 | 62.49 | 59.11 | |
| KnowBERT-WordnetCategory=task agnostic2022.10 | 55.02 | 55.63 | 56.29 | 55.63 | |
| BARTCategory=language model2022.10 | 54.18 | 59.05 | 60.89 | 59.07 | |
| DeBERTaCategory=language model2022.10 | 52.24 | 57.62 | 64.03 | 57.63 |