Extractive Question Answering on SQuAD 20% coverage
99.04F1QA
Evaluation Results
| Method | Links | |
|---|---|---|
| QASelection Strategy=QA, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 99.04 | |
| QA+CSelection Strategy=QA+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 98.76 | |
| QA+E+CSelection Strategy=QA+E+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 98.26 | |
| E+CSelection Strategy=E+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 98.17 | |
| ESelection Strategy=E, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 92.48 | |
| QA+ESelection Strategy=QA+E, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 92.37 | |
| CSelection Strategy=C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.09 | 90.88 | |
| CSelection Strategy=C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 37.68 | |
| QA+E+CSelection Strategy=QA+E+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 37.64 | |
| QA+ESelection Strategy=QA+E, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 37.56 | |
| E+CSelection Strategy=E+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 37.43 | |
| ESelection Strategy=E, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 37.31 | |
| QA+CSelection Strategy=QA+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 36.07 | |
| QASelection Strategy=QA, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.09 | 30.52 |