Roll Call Vote Prediction on Roll Call Vote Prediction (Random)
92.43BAccJoshi et al.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Joshi et al.type=Knowledge-Aware LM2022.10 | 92.43 | 89.64 | |
| KALMCategory=task agnostic2022.10 | 92.36 | 89.33 | |
| KALMtype=Knowledge-Aware LM2022.10 | 92.36 | 89.33 | |
| Joshi et al.Category=task agnostic2022.10 | 91.43 | 89.64 | |
| GreaseLM+Category=task agnostic2022.10 | 91.01 | 87.29 | |
| GreaseLM+type=Knowledge-Aware LM2022.10 | 91.01 | 87.29 | |
| PARCategory=task specific2022.10 | 90.33 | — | |
| Task-specific baseline SOTA2022.10 | 90.33 | 84.92 | |
| VoteCategory=task specific2022.10 | 90.22 | 84.92 | |
| GreaseLMCategory=task agnostic2022.10 | 89.99 | 84.72 | |
| GreaseLMtype=Knowledge-Aware LM2022.10 | 89.99 | 84.72 | |
| RoBERTaCategory=language model, Backbone=roberta-base2022.10 | 89.94 | 86.1 | |
| Pretrained Language Model (BestLM)2022.10 | 89.94 | 86.1 | |
| BARTCategory=language model, Backbone=bart-base2022.10 | 89.76 | 85.52 | |
| KELMCategory=task agnostic2022.10 | 89.13 | 84.76 | |
| KELMtype=Knowledge-Aware LM2022.10 | 89.13 | 84.76 | |
| LongFormerCategory=language model, Backbone=longformer-base-40962022.10 | 88.69 | 83.52 | |
| ElectraCategory=language model, Backbone=electra-small-discriminator2022.10 | 87.47 | 80.23 | |
| ideal-vectorCategory=task specific2022.10 | 87.35 | 80.15 | |
| DeBERTaCategory=language model, Backbone=deberta-v3-base2022.10 | 86.98 | 80.07 | |
| KnowBERT-WordnetCategory=task agnostic2022.10 | 86.72 | 79.33 | |
| KnowBERTtype=Knowledge-Aware LM2022.10 | 86.72 | 79.33 | |
| ideal-pointCategory=task specific2022.10 | 86.46 | 80.02 | |
| KnowBERT-WikidataCategory=task agnostic2022.10 | 85.98 | 78.48 | |
| KnowBERT-W+WCategory=task agnostic2022.10 | 85.75 | 78.7 | |
| KGAPCategory=task agnostic2022.10 | 77.98 | 68.11 | |
| KGAPtype=Knowledge-Aware LM2022.10 | 77.98 | 68.11 |