Extractive Question Answering on NYT (test)
78.11EMSWEP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SWEPBackbone=BERT-base-uncased2021.05 | 78.11 | 86.92 | |
| Prior-AugBackbone=BERT-base-uncased2021.05 | 77.92 | 86.81 | |
| Adv-AugBackbone=BERT-base-uncased2021.05 | 77.67 | 86.53 | |
| MLEBackbone=BERT-base-uncased2021.05 | 77.54 | 86.54 | |
| Gaussian-DropoutBackbone=BERT-base-uncased2021.05 | 77.25 | 86.35 | |
| Bernoulli-DropoutBackbone=BERT-base-uncased2021.05 | 77.16 | 86.35 | |
| Word-DropoutBackbone=BERT-base-uncased2021.05 | 76.67 | 85.99 | |
| SWEPBackbone=ELECTRA-small-uncased2021.05 | 75.18 | 84.18 | |
| Prior-AugBackbone=ELECTRA-small-uncased2021.05 | 74.38 | 83.47 | |
| SSMBABackbone=BERT-base-uncased2021.05 | 74.31 | 83.98 | |
| MLEBackbone=ELECTRA-small-uncased2021.05 | 73.68 | 82.93 | |
| Adv-AugBackbone=ELECTRA-small-uncased2021.05 | 73.37 | 82.89 | |
| Bernoulli-DropoutBackbone=ELECTRA-small-uncased2021.05 | 73.35 | 82.75 | |
| Gaussian-DropoutBackbone=ELECTRA-small-uncased2021.05 | 73.27 | 82.51 | |
| SSMBABackbone=ELECTRA-small-uncased2021.05 | 73.25 | 82.62 | |
| Word-DropoutBackbone=ELECTRA-small-uncased2021.05 | 72.96 | 82.24 |