Extractive Question Answering on Amazon (test)
62.42EMSWEP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWEPBackbone=BERT-base-uncased2021.05 | 62.42 | 76.84 | |
| Gaussian-DropoutBackbone=BERT-base-uncased2021.05 | 61.67 | 75.98 | |
| Prior-AugBackbone=BERT-base-uncased2021.05 | 61.57 | 76.22 | |
| Adv-AugBackbone=BERT-base-uncased2021.05 | 61.38 | 75.83 | |
| Bernoulli-DropoutBackbone=BERT-base-uncased2021.05 | 61.27 | 75.85 | |
| SWEPBackbone=ELECTRA-small-uncased2021.05 | 60.89 | 74.06 | |
| Word-DropoutBackbone=BERT-base-uncased2021.05 | 60.87 | 75.71 | |
| MLEBackbone=BERT-base-uncased2021.05 | 60.74 | 75.38 | |
| Adv-AugBackbone=ELECTRA-small-uncased2021.05 | 59.44 | 73.36 | |
| Prior-AugBackbone=ELECTRA-small-uncased2021.05 | 59.01 | 73.11 | |
| Word-DropoutBackbone=ELECTRA-small-uncased2021.05 | 58.49 | 72.41 | |
| MLEBackbone=ELECTRA-small-uncased2021.05 | 57.93 | 72.06 | |
| Bernoulli-DropoutBackbone=ELECTRA-small-uncased2021.05 | 57.71 | 71.99 | |
| Gaussian-DropoutBackbone=ELECTRA-small-uncased2021.05 | 57.5 | 71.65 | |
| SSMBABackbone=ELECTRA-small-uncased2021.05 | 56.66 | 71.89 | |
| SSMBABackbone=BERT-base-uncased2021.05 | 56.57 | 71.81 |