Extractive Question Answering on BioASQ (test)
47.27EMSWEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWEPBackbone=BERT-base-uncased2021.05 | 47.27 | 61.72 | |
| Prior-AugBackbone=BERT-base-uncased2021.05 | 46.4 | 60.8 | |
| Adv-AugBackbone=BERT-base-uncased2021.05 | 45.47 | 60.3 | |
| MLEBackbone=BERT-base-uncased2021.05 | 45.34 | 59.77 | |
| Gaussian-DropoutBackbone=BERT-base-uncased2021.05 | 45.27 | 61.37 | |
| Word-DropoutBackbone=BERT-base-uncased2021.05 | 44.34 | 58.93 | |
| Bernoulli-DropoutBackbone=BERT-base-uncased2021.05 | 44.21 | 59.33 | |
| SWEPBackbone=ELECTRA-small-uncased2021.05 | 40.35 | 55.72 | |
| SSMBABackbone=BERT-base-uncased2021.05 | 39.96 | 54.49 | |
| Word-DropoutBackbone=ELECTRA-small-uncased2021.05 | 39.29 | 54.02 | |
| SSMBABackbone=ELECTRA-small-uncased2021.05 | 39.02 | 53.32 | |
| Prior-AugBackbone=ELECTRA-small-uncased2021.05 | 38.96 | 54.19 | |
| MLEBackbone=ELECTRA-small-uncased2021.05 | 38.63 | 54.32 | |
| Adv-AugBackbone=ELECTRA-small-uncased2021.05 | 38.23 | 53.4 | |
| Gaussian-DropoutBackbone=ELECTRA-small-uncased2021.05 | 37.3 | 52.46 | |
| Bernoulli-DropoutBackbone=ELECTRA-small-uncased2021.05 | 37.1 | 52.37 |